feat(plugins): implement Sprint 5 documentation and fixes (#266-#269)

Release v5.2.0

Documentation:
- Add git-flow branching strategy guide (docs/BRANCHING-STRATEGY.md)
- Add clarity-assist ND support documentation (docs/ND-SUPPORT.md)
- Update DEBUGGING-CHECKLIST.md with Gitea auto-close behavior and MCP restart notes
- Update plugin READMEs to reference new documentation

Bug Fix:
- Add milestone parameter to update_issue MCP tool (gitea_client.py, server.py, tools/issues.py)

Version Updates:
- Marketplace version: 5.1.0 → 5.2.0
- README title: v5.1.0 → v5.2.0
- CHANGELOG: [Unreleased] → [5.2.0] - 2026-01-28

Closes #266, Closes #267, Closes #268, Closes #269

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

.claude-plugin/marketplace.json

@@ -6,12 +6,12 @@
   },
   "metadata": {
     "description": "Project management plugins with Gitea and NetBox integrations",
-    "version": "4.0.0"
+    "version": "5.2.0"
   },
   "plugins": [
     {
       "name": "projman",
-      "version": "3.1.0",
+      "version": "3.2.0",
       "description": "Sprint planning and project management with Gitea integration",
       "source": "./plugins/projman",
       "author": {
@@ -75,8 +75,8 @@
     },
     {
       "name": "cmdb-assistant",
-      "version": "1.0.0",
-      "description": "NetBox CMDB integration for infrastructure management",
+      "version": "1.1.0",
+      "description": "NetBox CMDB integration with data quality validation and machine registration",
       "source": "./plugins/cmdb-assistant",
       "author": {
         "name": "Leo Miranda",
@@ -86,7 +86,7 @@
       "repository": "https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace.git",
       "mcpServers": ["./.mcp.json"],
       "category": "infrastructure",
-      "tags": ["cmdb", "netbox", "dcim", "ipam"],
+      "tags": ["cmdb", "netbox", "dcim", "ipam", "data-quality", "validation"],
       "license": "MIT"
     },
     {
@@ -165,6 +165,38 @@
       "category": "data",
       "tags": ["pandas", "postgresql", "postgis", "dbt", "data-engineering", "etl"],
       "license": "MIT"
+    },
+    {
+      "name": "viz-platform",
+      "version": "1.0.0",
+      "description": "Visualization tools with Dash Mantine Components validation, Plotly charts, and theming",
+      "source": "./plugins/viz-platform",
+      "author": {
+        "name": "Leo Miranda",
+        "email": "leobmiranda@gmail.com"
+      },
+      "homepage": "https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/src/branch/main/plugins/viz-platform/README.md",
+      "repository": "https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace.git",
+      "mcpServers": ["./.mcp.json"],
+      "category": "visualization",
+      "tags": ["dash", "plotly", "mantine", "charts", "dashboards", "theming", "dmc"],
+      "license": "MIT"
+    },
+    {
+      "name": "contract-validator",
+      "version": "1.0.0",
+      "description": "Cross-plugin compatibility validation and Claude.md agent verification",
+      "source": "./plugins/contract-validator",
+      "author": {
+        "name": "Leo Miranda",
+        "email": "leobmiranda@gmail.com"
+      },
+      "homepage": "https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/src/branch/main/plugins/contract-validator/README.md",
+      "repository": "https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace.git",
+      "mcpServers": ["./.mcp.json"],
+      "category": "development",
+      "tags": ["validation", "contracts", "compatibility", "agents", "interfaces", "cross-plugin"],
+      "license": "MIT"
     }
   ]
 }

.gitignore

@@ -31,6 +31,8 @@ venv/
 ENV/
 env/
 .venv/
+.venv
+**/.venv
 
 # PyCharm
 .idea/

CHANGELOG.md

@@ -4,6 +4,215 @@ All notable changes to the Leo Claude Marketplace will be documented in this fil
 
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
+## [5.2.0] - 2026-01-28
+
+### Added
+
+#### Sprint 5: Documentation (V5.2.0 Plugin Enhancements)
+Documentation and guides for the plugin enhancements initiative.
+
+**git-flow v1.2.0:**
+- **Branching Strategy Guide** (`docs/BRANCHING-STRATEGY.md`) - Complete documentation of `development -> staging -> main` promotion flow with Mermaid diagrams
+
+**clarity-assist v1.2.0:**
+- **ND Support Guide** (`docs/ND-SUPPORT.md`) - Documentation of neurodivergent accommodations, features, and usage examples
+
+**Gitea MCP Server:**
+- **`update_issue` milestone parameter** - Can now assign/change milestones programmatically
+
+**Sprint Completed:**
+- Milestone: Sprint 5 - Documentation (closed 2026-01-28)
+- Issues: #266, #267, #268, #269
+- Wiki: [Change V5.2.0: Plugin Enhancements (Sprint 5 Documentation)](https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/wiki/Change-V5.2.0%3A-Plugin-Enhancements-%28Sprint-5-Documentation%29)
+
+---
+
+#### Sprint 4: Commands (V5.2.0 Plugin Enhancements)
+Implementation of 18 new user-facing commands across 8 plugins.
+
+**projman v3.3.0:**
+- **`/sprint-diagram`** - Generate Mermaid diagram of sprint issues with dependencies and status
+
+**pr-review v1.1.0:**
+- **`/pr-diff`** - Formatted diff with inline review comments and annotations
+- **Confidence threshold config** - `PR_REVIEW_CONFIDENCE_THRESHOLD` env var (default: 0.7)
+
+**data-platform v1.2.0:**
+- **`/data-quality`** - DataFrame quality checks (nulls, duplicates, types, outliers) with pass/warn/fail scoring
+- **`/lineage-viz`** - dbt lineage visualization as Mermaid diagrams
+- **`/dbt-test`** - Formatted dbt test runner with summary and failure details
+
+**viz-platform v1.1.0:**
+- **`/chart-export`** - Export charts to PNG, SVG, PDF via kaleido
+- **`/accessibility-check`** - Color blind validation (WCAG contrast ratios)
+- **`/breakpoints`** - Responsive layout breakpoint configuration
+- **New MCP tools**: `chart_export`, `accessibility_validate_colors`, `accessibility_validate_theme`, `accessibility_suggest_alternative`, `layout_set_breakpoints`
+- **New dependency**: kaleido>=0.2.1 for chart rendering
+
+**contract-validator v1.2.0:**
+- **`/dependency-graph`** - Mermaid visualization of plugin dependencies with data flow
+
+**doc-guardian v1.1.0:**
+- **`/changelog-gen`** - Generate changelog from conventional commits
+- **`/doc-coverage`** - Documentation coverage metrics by function/class
+- **`/stale-docs`** - Flag documentation behind code changes
+
+**claude-config-maintainer v1.1.0:**
+- **`/config-diff`** - Track CLAUDE.md changes over time with behavioral impact analysis
+- **`/config-lint`** - 31 lint rules for CLAUDE.md (security, structure, content, format, best practices)
+
+**cmdb-assistant v1.2.0:**
+- **`/cmdb-topology`** - Infrastructure topology diagrams (rack, network, site views)
+- **`/change-audit`** - NetBox audit trail queries with filtering
+- **`/ip-conflicts`** - Detect IP conflicts and overlapping prefixes
+
+**Sprint Completed:**
+- Milestone: Sprint 4 - Commands (closed 2026-01-28)
+- Issues: #241-#258 (18/18 closed)
+- Wiki: [Change V5.2.0: Plugin Enhancements (Sprint 4 Commands)](https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/wiki/Change-V5.2.0%3A-Plugin-Enhancements-%28Sprint-4-Commands%29)
+- Lessons: [Sprint 4 - Plugin Commands Implementation](https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/wiki/lessons/sprints/sprint-4---plugin-commands-implementation)
+
+### Fixed
+- **MCP:** Project directory detection - all run.sh scripts now capture `CLAUDE_PROJECT_DIR` from PWD before changing directories
+- **Docs:** Added Gitea auto-close behavior and MCP session restart notes to DEBUGGING-CHECKLIST.md
+
+---
+
+#### Sprint 3: Hooks (V5.2.0 Plugin Enhancements)
+Implementation of 6 foundational hooks across 4 plugins.
+
+**git-flow v1.1.0:**
+- **Commit message enforcement hook** - PreToolUse hook validates conventional commit format on all `git commit` commands (not just `/commit`). Blocks invalid commits with format guidance.
+- **Branch name validation hook** - PreToolUse hook validates branch naming on `git checkout -b` and `git switch -c`. Enforces `type/description` format, lowercase, max 50 chars.
+
+**clarity-assist v1.1.0:**
+- **Vagueness detection hook** - UserPromptSubmit hook detects vague prompts and suggests `/clarify` when ambiguity, missing context, or unclear scope detected.
+
+**data-platform v1.1.0:**
+- **Schema diff detection hook** - PostToolUse hook monitors edits to schema files (dbt models, SQL migrations). Warns on breaking changes (column removal, type narrowing, constraint addition).
+
+**contract-validator v1.1.0:**
+- **SessionStart auto-validate hook** - Smart validation that only runs when plugin files changed since last check. Detects interface compatibility issues at session start.
+- **Breaking change detection hook** - PostToolUse hook monitors plugin interface files (README.md, plugin.json). Warns when changes would break consumers.
+
+**Sprint Completed:**
+- Milestone: Sprint 3 - Hooks (closed 2026-01-28)
+- Issues: #225, #226, #227, #228, #229, #230
+- Wiki: [Change V5.2.0: Plugin Enhancements Proposal](https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/wiki/Change-V5.2.0:-Plugin-Enhancements-Proposal)
+- Lessons: Background agent permissions, agent runaway detection, MCP branch detection bug
+
+### Known Issues
+- **MCP Bug #231:** Branch detection in Gitea MCP runs from installed plugin directory, not user's project directory. Workaround: close issues via Gitea web UI.
+
+---
+
+#### Gitea MCP Server - create_pull_request Tool
+- **`create_pull_request`**: Create new pull requests via MCP
+  - Parameters: title, body, head (source branch), base (target branch), labels
+  - Branch-aware security: only allowed on development/feature branches
+  - Completes the PR lifecycle (was previously missing - only had list/get/review/comment)
+
+#### cmdb-assistant v1.1.0 - Data Quality Validation
+- **SessionStart Hook**: Tests NetBox API connectivity at session start
+  - Warns if VMs exist without site assignment
+  - Warns if devices exist without platform
+  - Non-blocking: displays warning, doesn't prevent work
+- **PreToolUse Hook**: Validates input parameters before VM/device operations
+  - Warns about missing site, tenant, platform
+  - Non-blocking: suggests best practices without blocking
+- **`/cmdb-audit` Command**: Comprehensive data quality analysis
+  - Scopes: all, vms, devices, naming, roles
+  - Identifies Critical/High/Medium/Low issues
+  - Provides prioritized remediation recommendations
+- **`/cmdb-register` Command**: Register current machine into NetBox
+  - Discovers system info: hostname, platform, hardware, network interfaces
+  - Discovers running apps: Docker containers, systemd services
+  - Creates device with interfaces, IPs, and sets primary IP
+  - Creates cluster and VMs for Docker containers
+- **`/cmdb-sync` Command**: Sync machine state with NetBox
+  - Compares current state with NetBox record
+  - Shows diff of changes (interfaces, IPs, containers)
+  - Updates with user confirmation
+  - Supports --full and --dry-run flags
+- **NetBox Best Practices Skill**: Reference documentation
+  - Dependency order for object creation
+  - Naming conventions (`{role}-{site}-{number}`, `{env}-{app}-{number}`)
+  - Role consolidation guidance
+  - Site/tenant/platform assignment requirements
+- **Agent Enhancement**: Updated cmdb-assistant agent with validation requirements
+  - Proactive suggestions for missing fields
+  - Naming convention checks
+  - Dependency order enforcement
+  - Duplicate prevention
+
+---
+
+## [5.0.0] - 2026-01-26
+
+### Added
+
+#### Sprint 1: viz-platform Plugin ✅ Completed
+- **viz-platform** v1.0.0 - Visualization tools with Dash Mantine Components validation and theming
+  - **DMC Tools** (3 tools): `list_components`, `get_component_props`, `validate_component`
+    - Version-locked component registry prevents Claude from hallucinating invalid props
+    - Static JSON registry approach for fast, deterministic validation
+  - **Chart Tools** (2 tools): `chart_create`, `chart_configure_interaction`
+    - Plotly-based visualization with theme token support
+  - **Layout Tools** (5 tools): `layout_create`, `layout_add_filter`, `layout_set_grid`, `layout_get`, `layout_add_section`
+    - Dashboard composition with responsive grid system
+  - **Theme Tools** (6 tools): `theme_create`, `theme_extend`, `theme_validate`, `theme_export_css`, `theme_list`, `theme_activate`
+    - Design token-based theming system
+    - Dual storage: user-level (`~/.config/claude/themes/`) and project-level
+  - **Page Tools** (5 tools): `page_create`, `page_add_navbar`, `page_set_auth`, `page_list`, `page_get_app_config`
+    - Multi-page Dash app structure generation
+  - **Commands**: `/chart`, `/dashboard`, `/theme`, `/theme-new`, `/theme-css`, `/component`, `/initial-setup`
+  - **Agents**: `theme-setup`, `layout-builder`, `component-check`
+  - **SessionStart Hook**: DMC version check (non-blocking)
+  - **Tests**: 94 tests passing
+    - config.py: 82% coverage
+    - component_registry.py: 92% coverage
+    - dmc_tools.py: 88% coverage
+    - chart_tools.py: 68% coverage
+    - theme_tools.py: 99% coverage
+
+**Sprint Completed:**
+- Milestone: Sprint 1 - viz-platform Plugin (closed 2026-01-26)
+- Issues: #170-#182 (13/13 closed)
+- Wiki: [Sprint-1-viz-platform-Implementation-Plan](https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/wiki/Sprint-1-viz-platform-Implementation-Plan)
+- Lessons: [sprint-1---viz-platform-plugin-implementation](https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/wiki/lessons/sprints/sprint-1---viz-platform-plugin-implementation)
+- Reference: `docs/changes/CHANGE_V04_0_0_PROPOSAL_ORIGINAL.md` (Phases 4-5)
+
+---
+
+## [4.1.0] - 2026-01-26
+
+### Added
+- **projman:** Wiki-based planning workflow enhancement (V04.1.0)
+  - Flexible input source detection in `/sprint-plan` (file, wiki, or conversation)
+  - Wiki proposal and implementation page creation during sprint planning
+  - Wiki reference linking in created issues
+  - Wiki status updates in `/sprint-close` (Implemented/Partial/Failed)
+  - Metadata section in lessons learned with implementation link for traceability
+  - New `/proposal-status` command for viewing proposal/implementation tree
+- **projman:** `/suggest-version` command - Analyzes CHANGELOG and recommends semantic version bump
+- **projman:** SessionStart hook now suggests sprint planning when open issues exist without milestone
+- **projman:** SessionStart hook now warns about unreleased CHANGELOG entries
+
+### Changed
+- **doc-guardian:** Hook now tracks documentation dependencies and queues specific files needing updates
+  - Outputs which specific docs need updating (e.g., "commands changed → update needed: docs/COMMANDS-CHEATSHEET.md README.md")
+  - Maintains queue file (`.doc-guardian-queue`) for batch processing
+- **docs:** COMMANDS-CHEATSHEET.md updated with data-platform plugin (7 commands + hook)
+
+### Fixed
+- Documentation drift: COMMANDS-CHEATSHEET.md was missing data-platform plugin added in v4.0.0
+- Proactive sprint planning: projman now suggests `/sprint-plan` at session start when unplanned issues exist
+
+### Known Issues
+- **MCP Bug #160:** `update_wiki_page` tool renames pages to "unnamed" when page_name contains URL-encoded characters (`:` → `%3A`). Workaround: use `create_wiki_page` to overwrite instead.
+
+---
+
 ## [4.0.0] - 2026-01-25
 
 ### Added

CLAUDE.md

@@ -50,14 +50,14 @@ See `docs/DEBUGGING-CHECKLIST.md` for details on cache timing.
 ## Project Overview
 
 **Repository:** leo-claude-mktplace
-**Version:** 3.1.2
+**Version:** 5.1.0
 **Status:** Production Ready
 
 A plugin marketplace for Claude Code containing:
 
 | Plugin | Description | Version |
 |--------|-------------|---------|
-| `projman` | Sprint planning and project management with Gitea integration | 3.1.0 |
+| `projman` | Sprint planning and project management with Gitea integration | 3.2.0 |
 | `git-flow` | Git workflow automation with smart commits and branch management | 1.0.0 |
 | `pr-review` | Multi-agent PR review with confidence scoring | 1.0.0 |
 | `clarity-assist` | Prompt optimization with ND-friendly accommodations | 1.0.0 |
@@ -65,6 +65,9 @@ A plugin marketplace for Claude Code containing:
 | `code-sentinel` | Security scanning and code refactoring tools | 1.0.0 |
 | `claude-config-maintainer` | CLAUDE.md optimization and maintenance | 1.0.0 |
 | `cmdb-assistant` | NetBox CMDB integration for infrastructure management | 1.0.0 |
+| `data-platform` | pandas, PostgreSQL, and dbt integration for data engineering | 1.0.0 |
+| `viz-platform` | DMC validation, Plotly charts, and theming for dashboards | 1.0.0 |
+| `contract-validator` | Cross-plugin compatibility validation and agent verification | 1.0.0 |
 | `project-hygiene` | Post-task cleanup automation via hooks | 0.1.0 |
 
 ## Quick Start
@@ -84,10 +87,14 @@ A plugin marketplace for Claude Code containing:
 | **Setup** | `/initial-setup`, `/project-init`, `/project-sync` |
 | **Sprint** | `/sprint-plan`, `/sprint-start`, `/sprint-status`, `/sprint-close` |
 | **Quality** | `/review`, `/test-check`, `/test-gen` |
+| **Versioning** | `/suggest-version` |
 | **PR Review** | `/pr-review:initial-setup`, `/pr-review:project-init` |
 | **Docs** | `/doc-audit`, `/doc-sync` |
 | **Security** | `/security-scan`, `/refactor`, `/refactor-dry` |
 | **Config** | `/config-analyze`, `/config-optimize` |
+| **Data** | `/ingest`, `/profile`, `/schema`, `/explain`, `/lineage`, `/run` |
+| **Visualization** | `/component`, `/chart`, `/dashboard`, `/theme`, `/theme-new`, `/theme-css` |
+| **Validation** | `/validate-contracts`, `/check-agent`, `/list-interfaces` |
 | **Debug** | `/debug-report`, `/debug-review` |
 
 ## Repository Structure
@@ -98,14 +105,16 @@ leo-claude-mktplace/
 │   └── marketplace.json          # Marketplace manifest
 ├── mcp-servers/                  # SHARED MCP servers (v3.0.0+)
 │   ├── gitea/                    # Gitea MCP (issues, PRs, wiki)
-│   └── netbox/                   # NetBox MCP (CMDB)
+│   ├── netbox/                   # NetBox MCP (CMDB)
+│   ├── data-platform/            # pandas, PostgreSQL, dbt
+│   └── viz-platform/             # DMC validation, charts, themes
 ├── plugins/
 │   ├── projman/                  # Sprint management
 │   │   ├── .claude-plugin/plugin.json
 │   │   ├── .mcp.json
 │   │   ├── mcp-servers/gitea -> ../../../mcp-servers/gitea  # SYMLINK
-│   │   ├── commands/             # 13 commands (incl. setup, debug)
-│   │   ├── hooks/                # SessionStart mismatch detection
+│   │   ├── commands/             # 14 commands (incl. setup, debug, suggest-version)
+│   │   ├── hooks/                # SessionStart: mismatch detection + sprint suggestions
 │   │   ├── agents/               # 4 agents
 │   │   └── skills/label-taxonomy/
 │   ├── git-flow/                 # Git workflow automation
@@ -119,10 +128,24 @@ leo-claude-mktplace/
 │   │   ├── commands/             # 6 commands (incl. setup)
 │   │   ├── hooks/                # SessionStart mismatch detection
 │   │   └── agents/               # 5 agents
-│   ├── clarity-assist/           # Prompt optimization (NEW v3.0.0)
+│   ├── clarity-assist/           # Prompt optimization
 │   │   ├── .claude-plugin/plugin.json
 │   │   ├── commands/             # 2 commands
 │   │   └── agents/
+│   ├── data-platform/            # Data engineering (NEW v4.0.0)
+│   │   ├── .claude-plugin/plugin.json
+│   │   ├── .mcp.json
+│   │   ├── mcp-servers/          # pandas, postgresql, dbt MCPs
+│   │   ├── commands/             # 7 commands
+│   │   ├── hooks/                # SessionStart PostgreSQL check
+│   │   └── agents/               # 2 agents
+│   ├── viz-platform/             # Visualization (NEW v4.0.0)
+│   │   ├── .claude-plugin/plugin.json
+│   │   ├── .mcp.json
+│   │   ├── mcp-servers/          # viz-platform MCP
+│   │   ├── commands/             # 7 commands
+│   │   ├── hooks/                # SessionStart DMC check
+│   │   └── agents/               # 3 agents
 │   ├── doc-guardian/             # Documentation drift detection
 │   ├── code-sentinel/            # Security scanning & refactoring
 │   ├── claude-config-maintainer/
@@ -153,6 +176,14 @@ leo-claude-mktplace/
 - **MCP server venv path**: `${CLAUDE_PLUGIN_ROOT}/mcp-servers/{name}/.venv/bin/python`
 - **CLI tools forbidden** - Use MCP tools exclusively (never `tea`, `gh`, etc.)
 
+#### ⚠️ plugin.json Format Rules (CRITICAL)
+- **Hooks in separate file** - Use `hooks/hooks.json` (auto-discovered), NOT inline in plugin.json
+- **NEVER reference hooks** - Don't add `"hooks": "..."` field to plugin.json at all
+- **Agents auto-discover** - NEVER add `"agents": ["./agents/"]` - .md files found automatically
+- **Always validate** - Run `./scripts/validate-marketplace.sh` before committing
+- **Working examples:** projman, pr-review, claude-config-maintainer all use `hooks/hooks.json`
+- See lesson: `lessons/patterns/plugin-manifest-validation---hooks-and-agents-format-requirements`
+
 ### Hooks (Valid Events Only)
 `PreToolUse`, `PostToolUse`, `UserPromptSubmit`, `SessionStart`, `SessionEnd`, `Notification`, `Stop`, `SubagentStop`, `PreCompact`
 

README.md

@@ -1,4 +1,4 @@
-# Leo Claude Marketplace - v4.0.0
+# Leo Claude Marketplace - v5.2.0
 
 A collection of Claude Code plugins for project management, infrastructure automation, and development workflows.
 
@@ -19,7 +19,7 @@ AI-guided sprint planning with full Gitea integration. Transforms a proven 15-sp
 - Branch-aware security (development/staging/production)
 - Pre-sprint-close code quality review and test verification
 
-**Commands:** `/sprint-plan`, `/sprint-start`, `/sprint-status`, `/sprint-close`, `/labels-sync`, `/initial-setup`, `/project-init`, `/project-sync`, `/review`, `/test-check`, `/test-gen`, `/debug-report`, `/debug-review`
+**Commands:** `/sprint-plan`, `/sprint-start`, `/sprint-status`, `/sprint-close`, `/labels-sync`, `/initial-setup`, `/project-init`, `/project-sync`, `/review`, `/test-check`, `/test-gen`, `/debug-report`, `/debug-review`, `/suggest-version`, `/proposal-status`
 
 #### [git-flow](./plugins/git-flow/README.md) *NEW in v3.0.0*
 **Git Workflow Automation**
@@ -53,6 +53,19 @@ Analyze, optimize, and create CLAUDE.md configuration files for Claude Code proj
 
 **Commands:** `/config-analyze`, `/config-optimize`, `/config-init`
 
+#### [contract-validator](./plugins/contract-validator/README.md) *NEW in v5.0.0*
+**Cross-Plugin Compatibility Validation**
+
+Validate plugin marketplaces for command conflicts, tool overlaps, and broken agent references.
+
+- Interface parsing from plugin README.md files
+- Agent extraction from CLAUDE.md definitions
+- Pairwise compatibility checks between all plugins
+- Data flow validation for agent sequences
+- Markdown or JSON reports with actionable suggestions
+
+**Commands:** `/validate-contracts`, `/check-agent`, `/list-interfaces`, `/initial-setup`
+
 ### Productivity
 
 #### [clarity-assist](./plugins/clarity-assist/README.md) *NEW in v3.0.0*
@@ -94,11 +107,11 @@ Security vulnerability detection and code refactoring tools.
 
 Full CRUD operations for network infrastructure management directly from Claude Code.
 
-**Commands:** `/initial-setup`, `/cmdb-search`, `/cmdb-device`, `/cmdb-ip`, `/cmdb-site`
+**Commands:** `/initial-setup`, `/cmdb-search`, `/cmdb-device`, `/cmdb-ip`, `/cmdb-site`, `/cmdb-audit`, `/cmdb-register`, `/cmdb-sync`
 
 ### Data Engineering
 
-#### [data-platform](./plugins/data-platform/README.md) *NEW*
+#### [data-platform](./plugins/data-platform/README.md) *NEW in v4.0.0*
 **pandas, PostgreSQL/PostGIS, and dbt Integration**
 
 Comprehensive data engineering toolkit with persistent DataFrame storage.
@@ -111,6 +124,22 @@ Comprehensive data engineering toolkit with persistent DataFrame storage.
 
 **Commands:** `/ingest`, `/profile`, `/schema`, `/explain`, `/lineage`, `/run`
 
+### Visualization
+
+#### [viz-platform](./plugins/viz-platform/README.md) *NEW in v4.0.0*
+**Dash Mantine Components Validation and Theming**
+
+Visualization toolkit with version-locked component validation and design token theming.
+
+- 3 DMC tools with static JSON registry (prevents prop hallucination)
+- 2 Chart tools with Plotly and theme integration
+- 5 Layout tools for dashboard composition
+- 6 Theme tools with design token system
+- 5 Page tools for multi-page app structure
+- Dual theme storage: user-level and project-level
+
+**Commands:** `/chart`, `/dashboard`, `/theme`, `/theme-new`, `/theme-css`, `/component`, `/initial-setup`
+
 ## MCP Servers
 
 MCP servers are **shared at repository root** with **symlinks** from plugins that use them.
@@ -141,7 +170,7 @@ Comprehensive NetBox REST API integration for infrastructure management.
 | Virtualization | Clusters, VMs, Interfaces |
 | Extras | Tags, Custom Fields, Audit Log |
 
-### Data Platform MCP Server (shared) *NEW*
+### Data Platform MCP Server (shared) *NEW in v4.0.0*
 
 pandas, PostgreSQL/PostGIS, and dbt integration for data engineering.
 
@@ -152,6 +181,28 @@ pandas, PostgreSQL/PostGIS, and dbt integration for data engineering.
 | PostGIS | `st_tables`, `st_geometry_type`, `st_srid`, `st_extent` |
 | dbt | `dbt_parse`, `dbt_run`, `dbt_test`, `dbt_build`, `dbt_compile`, `dbt_ls`, `dbt_docs_generate`, `dbt_lineage` |
 
+### Viz Platform MCP Server (shared) *NEW in v4.0.0*
+
+Dash Mantine Components validation and visualization tools.
+
+| Category | Tools |
+|----------|-------|
+| DMC | `list_components`, `get_component_props`, `validate_component` |
+| Chart | `chart_create`, `chart_configure_interaction` |
+| Layout | `layout_create`, `layout_add_filter`, `layout_set_grid`, `layout_get`, `layout_add_section` |
+| Theme | `theme_create`, `theme_extend`, `theme_validate`, `theme_export_css`, `theme_list`, `theme_activate` |
+| Page | `page_create`, `page_add_navbar`, `page_set_auth`, `page_list`, `page_get_app_config` |
+
+### Contract Validator MCP Server (shared) *NEW in v5.0.0*
+
+Cross-plugin compatibility validation tools.
+
+| Category | Tools |
+|----------|-------|
+| Parse | `parse_plugin_interface`, `parse_claude_md_agents` |
+| Validation | `validate_compatibility`, `validate_agent_refs`, `validate_data_flow` |
+| Report | `generate_compatibility_report`, `list_issues` |
+
 ## Installation
 
 ### Prerequisites
@@ -249,6 +300,8 @@ After installing plugins, the `/plugin` command may show `(no content)` - this i
 | claude-config-maintainer | `/claude-config-maintainer:config-analyze` |
 | cmdb-assistant | `/cmdb-assistant:cmdb-search` |
 | data-platform | `/data-platform:ingest` |
+| viz-platform | `/viz-platform:chart` |
+| contract-validator | `/contract-validator:validate-contracts` |
 
 ## Repository Structure
 
@@ -259,13 +312,17 @@ leo-claude-mktplace/
 ├── mcp-servers/                   # SHARED MCP servers (v3.0.0+)
 │   ├── gitea/                     # Gitea MCP (issues, PRs, wiki)
 │   ├── netbox/                    # NetBox MCP (CMDB)
-│   └── data-platform/             # Data engineering (pandas, PostgreSQL, dbt)
+│   ├── data-platform/             # Data engineering (pandas, PostgreSQL, dbt)
+│   ├── viz-platform/              # Visualization (DMC, Plotly, theming)
+│   └── contract-validator/        # Cross-plugin validation (v5.0.0)
 ├── plugins/                       # All plugins
 │   ├── projman/                   # Sprint management
 │   ├── git-flow/                  # Git workflow automation
 │   ├── pr-review/                 # PR review
 │   ├── clarity-assist/            # Prompt optimization
-│   ├── data-platform/             # Data engineering (NEW)
+│   ├── data-platform/             # Data engineering
+│   ├── viz-platform/              # Visualization
+│   ├── contract-validator/        # Cross-plugin validation (NEW)
 │   ├── claude-config-maintainer/  # CLAUDE.md optimization
 │   ├── cmdb-assistant/            # NetBox CMDB integration
 │   ├── doc-guardian/              # Documentation drift detection

docs/CANONICAL-PATHS.md

@@ -2,7 +2,7 @@
 
 **This file defines ALL valid paths in this repository. No exceptions. No inference. No assumptions.**
 
-Last Updated: 2026-01-23 (v3.1.2)
+Last Updated: 2026-01-27 (v5.1.0)
 
 ---
 
@@ -37,8 +37,40 @@ leo-claude-mktplace/
 │   │   │       └── pull_requests.py  # NEW in v3.0.0
 │   │   ├── requirements.txt
 │   │   └── .venv/
-│   └── netbox/                 # NetBox MCP server
+│   ├── netbox/                 # NetBox MCP server
+│   │   ├── mcp_server/
+│   │   ├── requirements.txt
+│   │   └── .venv/
+│   ├── data-platform/          # Data engineering MCP (NEW v4.0.0)
+│   │   ├── mcp_server/
+│   │   │   ├── server.py
+│   │   │   ├── pandas_tools.py
+│   │   │   ├── postgres_tools.py
+│   │   │   └── dbt_tools.py
+│   │   ├── requirements.txt
+│   │   └── .venv/
+│   ├── contract-validator/     # Contract validation MCP (NEW v5.0.0)
+│   │   ├── mcp_server/
+│   │   │   ├── server.py
+│   │   │   ├── parse_tools.py
+│   │   │   ├── validation_tools.py
+│   │   │   └── report_tools.py
+│   │   ├── tests/
+│   │   ├── requirements.txt
+│   │   └── .venv/
+│   └── viz-platform/           # Visualization MCP (NEW v4.1.0)
 │       ├── mcp_server/
+│       │   ├── server.py
+│       │   ├── config.py
+│       │   ├── component_registry.py
+│       │   ├── dmc_tools.py
+│       │   ├── chart_tools.py
+│       │   ├── layout_tools.py
+│       │   ├── theme_tools.py
+│       │   ├── theme_store.py
+│       │   └── page_tools.py
+│       ├── registry/           # DMC component JSON registries
+│       ├── tests/              # 94 tests
 │       ├── requirements.txt
 │       └── .venv/
 ├── plugins/                    # ALL plugins
@@ -94,20 +126,50 @@ leo-claude-mktplace/
 │   │   ├── agents/
 │   │   ├── skills/
 │   │   └── claude-md-integration.md
-│   └── pr-review/              # NEW in v3.0.0
+│   ├── pr-review/              # NEW in v3.0.0
+│   │   ├── .claude-plugin/
+│   │   ├── .mcp.json
+│   │   ├── mcp-servers/
+│   │   │   └── gitea -> ../../../mcp-servers/gitea  # SYMLINK
+│   │   ├── commands/
+│   │   ├── agents/
+│   │   ├── skills/
+│   │   └── claude-md-integration.md
+│   ├── data-platform/          # NEW in v4.0.0
+│   │   ├── .claude-plugin/
+│   │   ├── .mcp.json
+│   │   ├── mcp-servers/
+│   │   │   └── data-platform -> ../../../mcp-servers/data-platform  # SYMLINK
+│   │   ├── commands/
+│   │   ├── agents/
+│   │   ├── hooks/
+│   │   └── claude-md-integration.md
+│   ├── contract-validator/     # NEW in v5.0.0
+│   │   ├── .claude-plugin/
+│   │   ├── .mcp.json
+│   │   ├── mcp-servers/
+│   │   │   └── contract-validator -> ../../../mcp-servers/contract-validator  # SYMLINK
+│   │   ├── commands/
+│   │   ├── agents/
+│   │   └── claude-md-integration.md
+│   └── viz-platform/           # NEW in v4.1.0
 │       ├── .claude-plugin/
 │       ├── .mcp.json
 │       ├── mcp-servers/
-│       │   └── gitea -> ../../../mcp-servers/gitea  # SYMLINK
+│       │   └── viz-platform -> ../../../mcp-servers/viz-platform  # SYMLINK
 │       ├── commands/
 │       ├── agents/
-│       ├── skills/
+│       ├── hooks/
 │       └── claude-md-integration.md
 ├── scripts/                    # Setup and maintenance scripts
 │   ├── setup.sh                # Initial setup (create venvs, config templates)
 │   ├── post-update.sh          # Post-update (rebuild venvs, verify symlinks)
 │   ├── check-venv.sh           # Check if venvs exist (for hooks)
-│   └── validate-marketplace.sh # Marketplace compliance validation
+│   ├── validate-marketplace.sh # Marketplace compliance validation
+│   ├── verify-hooks.sh         # Verify all hooks use correct event types
+│   ├── setup-venvs.sh          # Setup/repair MCP server venvs
+│   ├── venv-repair.sh          # Repair broken venv symlinks
+│   └── release.sh              # Release automation with version bumping
 ├── CLAUDE.md
 ├── README.md
 ├── LICENSE
@@ -226,6 +288,9 @@ MCP servers are now **shared at repository root** with **symlinks** from plugins
 plugins/projman/mcp-servers/gitea -> ../../../mcp-servers/gitea
 plugins/cmdb-assistant/mcp-servers/netbox -> ../../../mcp-servers/netbox
 plugins/pr-review/mcp-servers/gitea -> ../../../mcp-servers/gitea
+plugins/data-platform/mcp-servers/data-platform -> ../../../mcp-servers/data-platform
+plugins/viz-platform/mcp-servers/viz-platform -> ../../../mcp-servers/viz-platform
+plugins/contract-validator/mcp-servers/contract-validator -> ../../../mcp-servers/contract-validator
 ```
 
 ---
@@ -234,6 +299,9 @@ plugins/pr-review/mcp-servers/gitea -> ../../../mcp-servers/gitea
 
 | Date | Change | By |
 |------|--------|-----|
+| 2026-01-26 | v5.0.0: Added contract-validator plugin and MCP server | Claude Code |
+| 2026-01-26 | v4.1.0: Added viz-platform plugin and MCP server | Claude Code |
+| 2026-01-25 | v4.0.0: Added data-platform plugin and MCP server | Claude Code |
 | 2026-01-20 | v3.0.0: MCP servers moved to root with symlinks | Claude Code |
 | 2026-01-20 | v3.0.0: Added clarity-assist, git-flow, pr-review plugins | Claude Code |
 | 2026-01-20 | v3.0.0: Added docs/CONFIGURATION.md | Claude Code |

docs/COMMANDS-CHEATSHEET.md

@@ -22,6 +22,8 @@ Quick reference for all commands in the Leo Claude Marketplace.
 | **projman** | `/test-gen` | | X | Generate comprehensive tests for specified code |
 | **projman** | `/debug-report` | | X | Run diagnostics and create structured issue in marketplace |
 | **projman** | `/debug-review` | | X | Investigate diagnostic issues and propose fixes with approval gates |
+| **projman** | `/suggest-version` | | X | Analyze CHANGELOG and recommend semantic version bump |
+| **projman** | `/proposal-status` | | X | View proposal and implementation hierarchy with status |
 | **git-flow** | `/commit` | | X | Create commit with auto-generated conventional message |
 | **git-flow** | `/commit-push` | | X | Commit and push to remote in one operation |
 | **git-flow** | `/commit-merge` | | X | Commit current changes, then merge into target branch |
@@ -54,7 +56,26 @@ Quick reference for all commands in the Leo Claude Marketplace.
 | **cmdb-assistant** | `/cmdb-device` | | X | Manage network devices (create, view, update, delete) |
 | **cmdb-assistant** | `/cmdb-ip` | | X | Manage IP addresses and prefixes |
 | **cmdb-assistant** | `/cmdb-site` | | X | Manage sites, locations, racks, and regions |
+| **cmdb-assistant** | `/cmdb-audit` | | X | Data quality analysis (VMs, devices, naming, roles) |
+| **cmdb-assistant** | `/cmdb-register` | | X | Register current machine into NetBox with running apps |
+| **cmdb-assistant** | `/cmdb-sync` | | X | Sync machine state with NetBox (detect drift, update) |
 | **project-hygiene** | *PostToolUse hook* | X | | Removes temp files, warns about unexpected root files |
+| **data-platform** | `/ingest` | | X | Load data from CSV, Parquet, JSON into DataFrame |
+| **data-platform** | `/profile` | | X | Generate data profiling report with statistics |
+| **data-platform** | `/schema` | | X | Explore database schemas, tables, columns |
+| **data-platform** | `/explain` | | X | Explain query execution plan |
+| **data-platform** | `/lineage` | | X | Show dbt model lineage and dependencies |
+| **data-platform** | `/run` | | X | Run dbt models with validation |
+| **data-platform** | `/initial-setup` | | X | Setup wizard for data-platform MCP servers |
+| **data-platform** | *SessionStart hook* | X | | Checks PostgreSQL connection (non-blocking warning) |
+| **viz-platform** | `/initial-setup` | | X | Setup wizard for viz-platform MCP server |
+| **viz-platform** | `/chart` | | X | Create Plotly charts with theme integration |
+| **viz-platform** | `/dashboard` | | X | Create dashboard layouts with filters and grids |
+| **viz-platform** | `/theme` | | X | Apply existing theme to visualizations |
+| **viz-platform** | `/theme-new` | | X | Create new custom theme with design tokens |
+| **viz-platform** | `/theme-css` | | X | Export theme as CSS custom properties |
+| **viz-platform** | `/component` | | X | Inspect DMC component props and validation |
+| **viz-platform** | *SessionStart hook* | X | | Checks DMC version (non-blocking warning) |
 
 ---
 
@@ -62,12 +83,14 @@ Quick reference for all commands in the Leo Claude Marketplace.
 
 | Category | Plugins | Primary Use |
 |----------|---------|-------------|
-| **Setup** | projman, pr-review, cmdb-assistant | `/initial-setup`, `/project-init` |
+| **Setup** | projman, pr-review, cmdb-assistant, data-platform | `/initial-setup`, `/project-init` |
 | **Task Planning** | projman, clarity-assist | Sprint management, requirement clarification |
 | **Code Quality** | code-sentinel, pr-review | Security scanning, PR reviews |
 | **Documentation** | doc-guardian, claude-config-maintainer | Doc sync, CLAUDE.md maintenance |
 | **Git Operations** | git-flow | Commits, branches, workflow automation |
 | **Infrastructure** | cmdb-assistant | NetBox CMDB management |
+| **Data Engineering** | data-platform | pandas, PostgreSQL, dbt operations |
+| **Visualization** | viz-platform | DMC validation, Plotly charts, theming |
 | **Maintenance** | project-hygiene | Automatic cleanup |
 
 ---
@@ -76,11 +99,13 @@ Quick reference for all commands in the Leo Claude Marketplace.
 
 | Plugin | Hook Event | Behavior |
 |--------|------------|----------|
-| **projman** | SessionStart | Checks git remote vs .env; warns if mismatch detected |
+| **projman** | SessionStart | Checks git remote vs .env; warns if mismatch detected; suggests sprint planning if issues exist |
 | **pr-review** | SessionStart | Checks git remote vs .env; warns if mismatch detected |
-| **doc-guardian** | PostToolUse (Write/Edit) | Silently tracks documentation drift |
+| **doc-guardian** | PostToolUse (Write/Edit) | Tracks documentation drift; auto-updates dependent docs |
 | **code-sentinel** | PreToolUse (Write/Edit) | Scans for security issues; blocks critical vulnerabilities |
 | **project-hygiene** | PostToolUse (Write/Edit) | Cleans temp files, warns about misplaced files |
+| **data-platform** | SessionStart | Checks PostgreSQL connection; non-blocking warning if unavailable |
+| **viz-platform** | SessionStart | Checks DMC version; non-blocking warning if mismatch detected |
 
 ---
 
@@ -162,6 +187,19 @@ Managing infrastructure with CMDB:
 4. /cmdb-site view Y         # Check site info
 ```
 
+### Example 6b: Data Engineering Workflow
+
+Working with data pipelines:
+
+```
+1. /ingest file.csv          # Load data into DataFrame
+2. /profile                  # Generate data profiling report
+3. /schema                   # Explore database schemas
+4. /lineage model_name       # View dbt model dependencies
+5. /run model_name           # Execute dbt models
+6. /explain "SELECT ..."     # Analyze query execution plan
+```
+
 ### Example 7: First-Time Setup (New Machine)
 
 Setting up the marketplace for the first time:
@@ -209,9 +247,11 @@ Some plugins require MCP server connectivity:
 | projman | Gitea | Issues, PRs, wiki, labels, milestones |
 | pr-review | Gitea | PR operations and reviews |
 | cmdb-assistant | NetBox | Infrastructure CMDB |
+| data-platform | pandas, PostgreSQL, dbt | DataFrames, database queries, dbt builds |
+| viz-platform | viz-platform | DMC validation, charts, layouts, themes, pages |
 
-Ensure credentials are configured in `~/.config/claude/gitea.env` or `~/.config/claude/netbox.env`.
+Ensure credentials are configured in `~/.config/claude/gitea.env`, `~/.config/claude/netbox.env`, or `~/.config/claude/postgres.env`.
 
 ---
 
-*Last Updated: 2026-01-22*
+*Last Updated: 2026-01-26*

docs/CONFIGURATION.md

@@ -171,8 +171,7 @@ This marketplace uses a **hybrid configuration** approach:
 │                  PROJECT-LEVEL (once per project)              │
 │                  <project-root>/.env                            │
 ├─────────────────────────────────────────────────────────────────┤
-│  GITEA_ORG               │  Organization for this project      │
-│  GITEA_REPO              │  Repository name for this project   │
+│  GITEA_REPO              │  Repository as owner/repo format    │
 │  GIT_WORKFLOW_STYLE      │  (optional) Override system default │
 │  PR_REVIEW_*             │  (optional) PR review settings      │
 └─────────────────────────────────────────────────────────────────┘
@@ -262,8 +261,7 @@ In each project root:
 
 ```bash
 cat > .env << 'EOF'
-GITEA_ORG=your-organization
-GITEA_REPO=your-repo-name
+GITEA_REPO=your-organization/your-repo-name
 EOF
 ```
 
@@ -307,7 +305,7 @@ GITEA_API_TOKEN=your_gitea_token_here
 | `GITEA_API_URL` | Gitea API endpoint (with `/api/v1`) | `https://gitea.example.com/api/v1` |
 | `GITEA_API_TOKEN` | Personal access token | `abc123...` |
 
-**Note:** `GITEA_ORG` is configured at the project level (see below) since different projects may belong to different organizations.
+**Note:** `GITEA_REPO` is configured at the project level in `owner/repo` format since different projects may belong to different organizations.
 
 **Generating a Gitea Token:**
 1. Log into Gitea → **User Icon** → **Settings**
@@ -362,9 +360,8 @@ GIT_CO_AUTHOR=true
 Create `.env` in each project root:
 
 ```bash
-# Required for projman, pr-review
-GITEA_ORG=your-organization
-GITEA_REPO=your-repo-name
+# Required for projman, pr-review (use owner/repo format)
+GITEA_REPO=your-organization/your-repo-name
 
 # Optional: Override git-flow defaults
 GIT_WORKFLOW_STYLE=pr-required
@@ -377,8 +374,7 @@ PR_REVIEW_AUTO_SUBMIT=false
 
 | Variable | Required | Description |
 |----------|----------|-------------|
-| `GITEA_ORG` | Yes | Gitea organization for this project |
-| `GITEA_REPO` | Yes | Repository name (must match Gitea exactly) |
+| `GITEA_REPO` | Yes | Repository in `owner/repo` format (e.g., `my-org/my-repo`) |
 | `GIT_WORKFLOW_STYLE` | No | Override system default |
 | `PR_REVIEW_*` | No | PR review settings |
 
@@ -388,11 +384,13 @@ PR_REVIEW_AUTO_SUBMIT=false
 
 | Plugin | System Config | Project Config | Setup Commands |
 |--------|---------------|----------------|----------------|
-| **projman** | gitea.env | .env (GITEA_ORG, GITEA_REPO) | `/initial-setup`, `/project-init`, `/project-sync` |
-| **pr-review** | gitea.env | .env (GITEA_ORG, GITEA_REPO) | `/initial-setup`, `/project-init`, `/project-sync` |
+| **projman** | gitea.env | .env (GITEA_REPO=owner/repo) | `/initial-setup`, `/project-init`, `/project-sync` |
+| **pr-review** | gitea.env | .env (GITEA_REPO=owner/repo) | `/initial-setup`, `/project-init`, `/project-sync` |
 | **git-flow** | git-flow.env (optional) | .env (optional) | None needed |
 | **clarity-assist** | None | None | None needed |
 | **cmdb-assistant** | netbox.env | None | `/initial-setup` |
+| **data-platform** | postgres.env | .env (optional) | `/initial-setup` |
+| **viz-platform** | None | .env (optional DMC_VERSION) | `/initial-setup` |
 | **doc-guardian** | None | None | None needed |
 | **code-sentinel** | None | None | None needed |
 | **project-hygiene** | None | None | None needed |
@@ -439,7 +437,7 @@ This catches typos and permission issues before saving configuration.
 
 When you start a Claude Code session, a hook automatically:
 
-1. Reads `GITEA_ORG` and `GITEA_REPO` from `.env`
+1. Reads `GITEA_REPO` (in `owner/repo` format) from `.env`
 2. Compares with current `git remote get-url origin`
 3. **Warns** if mismatch detected: "Repository location mismatch. Run `/project-sync` to update."
 
@@ -518,7 +516,8 @@ deactivate
 # Check project .env
 cat .env
 
-# Verify GITEA_REPO matches the Gitea repository name exactly
+# Verify GITEA_REPO is in owner/repo format and matches Gitea exactly
+# Example: GITEA_REPO=my-org/my-repo
 ```
 
 ---

docs/DEBUGGING-CHECKLIST.md

@@ -2,7 +2,7 @@
 
 **Purpose:** Systematic approach to diagnose and fix plugin loading issues.
 
-Last Updated: 2026-01-22
+Last Updated: 2026-01-28
 
 ---
 
@@ -128,7 +128,7 @@ cat ~/.config/claude/netbox.env
 
 # Project-level config (in target project)
 cat /path/to/project/.env
-# Should contain: GITEA_ORG, GITEA_REPO
+# Should contain: GITEA_REPO=owner/repo (e.g., my-org/my-repo)
 ```
 
 ---
@@ -186,6 +186,47 @@ echo -e "\n=== Config Files ==="
 | Wrong path edits | Changes don't take effect | Edit installed path or reinstall after source changes |
 | Missing credentials | MCP connection errors | Create `~/.config/claude/gitea.env` with API credentials |
 | Invalid hook events | Hooks don't fire | Use only valid event names (see Step 7) |
+| Gitea issues not closing | Merged to non-default branch | Manually close issues (see below) |
+| MCP changes not taking effect | Session caching | Restart Claude Code session (see below) |
+
+### Gitea Auto-Close Behavior
+
+**Issue:** Using `Closes #XX` or `Fixes #XX` in commit/PR messages does NOT auto-close issues when merging to `development`.
+
+**Root Cause:** Gitea only auto-closes issues when merging to the **default branch** (typically `main` or `master`). Merging to `development`, `staging`, or any other branch will NOT trigger auto-close.
+
+**Workaround:**
+1. Use the Gitea MCP tool to manually close issues after merging to development:
+   ```
+   mcp__plugin_projman_gitea__update_issue(issue_number=XX, state="closed")
+   ```
+2. Or close issues via the Gitea web UI
+3. The auto-close keywords will still work when the changes are eventually merged to `main`
+
+**Recommendation:** Include the `Closes #XX` keywords in commits anyway - they'll work when the final merge to `main` happens.
+
+### MCP Session Restart Requirement
+
+**Issue:** Changes to MCP servers, hooks, or plugin configuration don't take effect immediately.
+
+**Root Cause:** Claude Code loads MCP tools and plugin configuration at session start. These are cached in session memory and not reloaded dynamically.
+
+**What requires a session restart:**
+- MCP server code changes (Python files in `mcp-servers/`)
+- Changes to `.mcp.json` files
+- Changes to `hooks/hooks.json`
+- Changes to `plugin.json`
+- Adding new MCP tools or modifying tool signatures
+
+**What does NOT require a restart:**
+- Command/skill markdown files (`.md`) - these are read on invocation
+- Agent markdown files - read when agent is invoked
+
+**Correct workflow after plugin changes:**
+1. Make changes to source files
+2. Run `./scripts/verify-hooks.sh` to validate
+3. Inform user: "Please restart Claude Code for changes to take effect"
+4. **Do NOT clear cache mid-session** - see "Cache Clearing" section
 
 ---
 

mcp-servers/contract-validator/mcp_server/__init__.py

@@ -0,0 +1,3 @@
+"""Contract Validator MCP Server - Cross-plugin compatibility validation."""
+
+__version__ = "1.0.0"

mcp-servers/contract-validator/mcp_server/parse_tools.py

@@ -0,0 +1,415 @@
+"""
+Parse tools for extracting interfaces from plugin documentation.
+
+Provides structured extraction of:
+- Plugin interfaces from README.md (commands, agents, tools)
+- Agent definitions from CLAUDE.md (tool sequences, workflows)
+"""
+import re
+import os
+from pathlib import Path
+from typing import Optional
+from pydantic import BaseModel
+
+
+class ToolInfo(BaseModel):
+    """Information about a single tool"""
+    name: str
+    category: Optional[str] = None
+    description: Optional[str] = None
+
+
+class CommandInfo(BaseModel):
+    """Information about a plugin command"""
+    name: str
+    description: Optional[str] = None
+
+
+class AgentInfo(BaseModel):
+    """Information about a plugin agent"""
+    name: str
+    description: Optional[str] = None
+    tools: list[str] = []
+
+
+class PluginInterface(BaseModel):
+    """Structured plugin interface extracted from README"""
+    plugin_name: str
+    description: Optional[str] = None
+    commands: list[CommandInfo] = []
+    agents: list[AgentInfo] = []
+    tools: list[ToolInfo] = []
+    tool_categories: dict[str, list[str]] = {}
+    features: list[str] = []
+
+
+class ClaudeMdAgent(BaseModel):
+    """Agent definition extracted from CLAUDE.md"""
+    name: str
+    personality: Optional[str] = None
+    responsibilities: list[str] = []
+    tool_refs: list[str] = []
+    workflow_steps: list[str] = []
+
+
+class ParseTools:
+    """Tools for parsing plugin documentation"""
+
+    async def parse_plugin_interface(self, plugin_path: str) -> dict:
+        """
+        Parse plugin README.md to extract interface declarations.
+
+        Args:
+            plugin_path: Path to plugin directory or README.md file
+
+        Returns:
+            Structured interface with commands, agents, tools, etc.
+        """
+        # Resolve path to README
+        path = Path(plugin_path)
+        if path.is_dir():
+            readme_path = path / "README.md"
+        else:
+            readme_path = path
+
+        if not readme_path.exists():
+            return {
+                "error": f"README.md not found at {readme_path}",
+                "plugin_path": plugin_path
+            }
+
+        content = readme_path.read_text()
+        plugin_name = self._extract_plugin_name(content, path)
+
+        interface = PluginInterface(
+            plugin_name=plugin_name,
+            description=self._extract_description(content),
+            commands=self._extract_commands(content),
+            agents=self._extract_agents_from_readme(content),
+            tools=self._extract_tools(content),
+            tool_categories=self._extract_tool_categories(content),
+            features=self._extract_features(content)
+        )
+
+        return interface.model_dump()
+
+    async def parse_claude_md_agents(self, claude_md_path: str) -> dict:
+        """
+        Parse CLAUDE.md to extract agent definitions and tool sequences.
+
+        Args:
+            claude_md_path: Path to CLAUDE.md file
+
+        Returns:
+            List of agents with their tool sequences
+        """
+        path = Path(claude_md_path)
+
+        if not path.exists():
+            return {
+                "error": f"CLAUDE.md not found at {path}",
+                "claude_md_path": claude_md_path
+            }
+
+        content = path.read_text()
+        agents = self._extract_agents_from_claude_md(content)
+
+        return {
+            "file": str(path),
+            "agents": [a.model_dump() for a in agents],
+            "agent_count": len(agents)
+        }
+
+    def _extract_plugin_name(self, content: str, path: Path) -> str:
+        """Extract plugin name from content or path"""
+        # Try to get from H1 header
+        match = re.search(r'^#\s+(.+?)(?:\s+Plugin|\s*$)', content, re.MULTILINE)
+        if match:
+            name = match.group(1).strip()
+            # Handle cases like "# data-platform Plugin"
+            name = re.sub(r'\s*Plugin\s*$', '', name, flags=re.IGNORECASE)
+            return name
+
+        # Fall back to directory name
+        if path.is_dir():
+            return path.name
+        return path.parent.name
+
+    def _extract_description(self, content: str) -> Optional[str]:
+        """Extract plugin description from first paragraph after title"""
+        # Get content after H1, before first H2
+        match = re.search(r'^#\s+.+?\n\n(.+?)(?=\n##|\n\n##|\Z)', content, re.MULTILINE | re.DOTALL)
+        if match:
+            desc = match.group(1).strip()
+            # Take first paragraph only
+            desc = desc.split('\n\n')[0].strip()
+            return desc
+        return None
+
+    def _extract_commands(self, content: str) -> list[CommandInfo]:
+        """Extract commands from Commands section"""
+        commands = []
+
+        # Find Commands section
+        commands_section = self._extract_section(content, "Commands")
+        if not commands_section:
+            return commands
+
+        # Parse table format: | Command | Description |
+        # Only match actual command names (start with / or alphanumeric)
+        table_pattern = r'\|\s*`?(/[a-z][-a-z0-9]*)`?\s*\|\s*([^|]+)\s*\|'
+        for match in re.finditer(table_pattern, commands_section):
+            cmd_name = match.group(1).strip()
+            desc = match.group(2).strip()
+
+            # Skip header row and separators
+            if cmd_name.lower() in ('command', 'commands') or cmd_name.startswith('-'):
+                continue
+
+            commands.append(CommandInfo(
+                name=cmd_name,
+                description=desc
+            ))
+
+        # Also look for ### `/command-name` format (with backticks)
+        cmd_header_pattern = r'^###\s+`(/[a-z][-a-z0-9]*)`\s*\n(.+?)(?=\n###|\n##|\Z)'
+        for match in re.finditer(cmd_header_pattern, commands_section, re.MULTILINE | re.DOTALL):
+            cmd_name = match.group(1).strip()
+            desc_block = match.group(2).strip()
+            # Get first line or paragraph as description
+            desc = desc_block.split('\n')[0].strip()
+
+            # Don't duplicate if already found in table
+            if not any(c.name == cmd_name for c in commands):
+                commands.append(CommandInfo(name=cmd_name, description=desc))
+
+        # Also look for ### /command-name format (without backticks)
+        cmd_header_pattern2 = r'^###\s+(/[a-z][-a-z0-9]*)\s*\n(.+?)(?=\n###|\n##|\Z)'
+        for match in re.finditer(cmd_header_pattern2, commands_section, re.MULTILINE | re.DOTALL):
+            cmd_name = match.group(1).strip()
+            desc_block = match.group(2).strip()
+            # Get first line or paragraph as description
+            desc = desc_block.split('\n')[0].strip()
+
+            # Don't duplicate if already found in table
+            if not any(c.name == cmd_name for c in commands):
+                commands.append(CommandInfo(name=cmd_name, description=desc))
+
+        return commands
+
+    def _extract_agents_from_readme(self, content: str) -> list[AgentInfo]:
+        """Extract agents from Agents section in README"""
+        agents = []
+
+        # Find Agents section
+        agents_section = self._extract_section(content, "Agents")
+        if not agents_section:
+            return agents
+
+        # Parse table format: | Agent | Description |
+        # Only match actual agent names (alphanumeric with dashes/underscores)
+        table_pattern = r'\|\s*`?([a-z][-a-z0-9_]*)`?\s*\|\s*([^|]+)\s*\|'
+        for match in re.finditer(table_pattern, agents_section):
+            agent_name = match.group(1).strip()
+            desc = match.group(2).strip()
+
+            # Skip header row and separators
+            if agent_name.lower() in ('agent', 'agents') or agent_name.startswith('-'):
+                continue
+
+            agents.append(AgentInfo(name=agent_name, description=desc))
+
+        return agents
+
+    def _extract_tools(self, content: str) -> list[ToolInfo]:
+        """Extract tool list from Tools Summary or similar section"""
+        tools = []
+
+        # Find Tools Summary section
+        tools_section = self._extract_section(content, "Tools Summary")
+        if not tools_section:
+            tools_section = self._extract_section(content, "Tools")
+        if not tools_section:
+            tools_section = self._extract_section(content, "MCP Server Tools")
+
+        if not tools_section:
+            return tools
+
+        # Parse category headers: ### category (N tools)
+        category_pattern = r'###\s*(.+?)\s*(?:\((\d+)\s*tools?\))?\s*\n([^#]+)'
+        for match in re.finditer(category_pattern, tools_section):
+            category = match.group(1).strip()
+            tool_list_text = match.group(3).strip()
+
+            # Extract tool names from backtick lists
+            tool_names = re.findall(r'`([a-z_]+)`', tool_list_text)
+            for name in tool_names:
+                tools.append(ToolInfo(name=name, category=category))
+
+        # Also look for inline tool lists without categories
+        inline_pattern = r'`([a-z_]+)`'
+        all_tool_names = set(t.name for t in tools)
+        for match in re.finditer(inline_pattern, tools_section):
+            name = match.group(1)
+            if name not in all_tool_names:
+                tools.append(ToolInfo(name=name))
+                all_tool_names.add(name)
+
+        return tools
+
+    def _extract_tool_categories(self, content: str) -> dict[str, list[str]]:
+        """Extract tool categories with their tool lists"""
+        categories = {}
+
+        tools_section = self._extract_section(content, "Tools Summary")
+        if not tools_section:
+            tools_section = self._extract_section(content, "Tools")
+        if not tools_section:
+            return categories
+
+        # Parse category headers: ### category (N tools)
+        category_pattern = r'###\s*(.+?)\s*(?:\((\d+)\s*tools?\))?\s*\n([^#]+)'
+        for match in re.finditer(category_pattern, tools_section):
+            category = match.group(1).strip()
+            tool_list_text = match.group(3).strip()
+
+            # Extract tool names from backtick lists
+            tool_names = re.findall(r'`([a-z_]+)`', tool_list_text)
+            if tool_names:
+                categories[category] = tool_names
+
+        return categories
+
+    def _extract_features(self, content: str) -> list[str]:
+        """Extract features from Features section"""
+        features = []
+
+        features_section = self._extract_section(content, "Features")
+        if not features_section:
+            return features
+
+        # Parse bullet points
+        bullet_pattern = r'^[-*]\s+\*\*(.+?)\*\*'
+        for match in re.finditer(bullet_pattern, features_section, re.MULTILINE):
+            features.append(match.group(1).strip())
+
+        return features
+
+    def _extract_section(self, content: str, section_name: str) -> Optional[str]:
+        """Extract content of a markdown section by header name"""
+        # Match ## Section Name - include all content until next ## (same level or higher)
+        pattern = rf'^##\s+{re.escape(section_name)}(?:\s*\([^)]*\))?\s*\n(.*?)(?=\n##[^#]|\Z)'
+        match = re.search(pattern, content, re.MULTILINE | re.DOTALL | re.IGNORECASE)
+        if match:
+            return match.group(1).strip()
+
+        # Try ### level - include content until next ## or ###
+        pattern = rf'^###\s+{re.escape(section_name)}(?:\s*\([^)]*\))?\s*\n(.*?)(?=\n##|\n###[^#]|\Z)'
+        match = re.search(pattern, content, re.MULTILINE | re.DOTALL | re.IGNORECASE)
+        if match:
+            return match.group(1).strip()
+
+        return None
+
+    def _extract_agents_from_claude_md(self, content: str) -> list[ClaudeMdAgent]:
+        """Extract agent definitions from CLAUDE.md"""
+        agents = []
+
+        # Look for Four-Agent Model section specifically
+        # Match section headers like "### Four-Agent Model (projman)" or "## Four-Agent Model"
+        agent_model_match = re.search(
+            r'^##[#]?\s+Four-Agent Model.*?\n(.*?)(?=\n##[^#]|\Z)',
+            content, re.MULTILINE | re.DOTALL
+        )
+        agent_model_section = agent_model_match.group(1) if agent_model_match else None
+
+        if agent_model_section:
+            # Parse agent table within this section
+            # | **Planner** | Thoughtful, methodical | Sprint planning, ... |
+            # Match rows where first cell starts with ** (bold) and contains a capitalized word
+            agent_table_pattern = r'\|\s*\*\*([A-Z][a-zA-Z\s]+?)\*\*\s*\|\s*([^|]+)\s*\|\s*([^|]+)\s*\|'
+
+            for match in re.finditer(agent_table_pattern, agent_model_section):
+                agent_name = match.group(1).strip()
+                personality = match.group(2).strip()
+                responsibilities = match.group(3).strip()
+
+                # Skip header rows and separator rows
+                if agent_name.lower() in ('agent', 'agents', '---', '-', ''):
+                    continue
+                if 'personality' in personality.lower() or '---' in personality:
+                    continue
+
+                # Skip if personality looks like tool names (contains backticks)
+                if '`' in personality:
+                    continue
+
+                # Extract tool references from responsibilities
+                tool_refs = re.findall(r'`([a-z_]+)`', responsibilities)
+
+                # Split responsibilities by comma
+                resp_list = [r.strip() for r in responsibilities.split(',')]
+
+                agents.append(ClaudeMdAgent(
+                    name=agent_name,
+                    personality=personality,
+                    responsibilities=resp_list,
+                    tool_refs=tool_refs
+                ))
+
+        # Also look for agents table in ## Agents section
+        agents_section = self._extract_section(content, "Agents")
+        if agents_section:
+            # Parse table: | Agent | Description |
+            table_pattern = r'\|\s*`?([a-z][-a-z0-9_]+)`?\s*\|\s*([^|]+)\s*\|'
+            for match in re.finditer(table_pattern, agents_section):
+                agent_name = match.group(1).strip()
+                desc = match.group(2).strip()
+
+                # Skip header rows
+                if agent_name.lower() in ('agent', 'agents', '---', '-'):
+                    continue
+
+                # Check if agent already exists
+                if not any(a.name.lower() == agent_name.lower() for a in agents):
+                    agents.append(ClaudeMdAgent(
+                        name=agent_name,
+                        responsibilities=[desc] if desc else []
+                    ))
+
+        # Look for workflow sections to enrich agent data
+        workflow_section = self._extract_section(content, "Workflow")
+        if workflow_section:
+            # Parse numbered steps
+            step_pattern = r'^\d+\.\s+(.+?)$'
+            workflow_steps = re.findall(step_pattern, workflow_section, re.MULTILINE)
+
+            # Associate workflow steps with agents mentioned
+            for agent in agents:
+                for step in workflow_steps:
+                    if agent.name.lower() in step.lower():
+                        agent.workflow_steps.append(step)
+                        # Extract any tool references in the step
+                        step_tools = re.findall(r'`([a-z_]+)`', step)
+                        agent.tool_refs.extend(t for t in step_tools if t not in agent.tool_refs)
+
+        # Look for agent-specific sections (### Planner Agent)
+        agent_section_pattern = r'^###?\s+([A-Z][a-z]+(?:\s+[A-Z][a-z]+)?)\s+Agent\s*\n(.*?)(?=\n##|\n###|\Z)'
+        for match in re.finditer(agent_section_pattern, content, re.MULTILINE | re.DOTALL):
+            agent_name = match.group(1).strip()
+            section_content = match.group(2).strip()
+
+            # Check if agent already exists
+            existing = next((a for a in agents if a.name.lower() == agent_name.lower()), None)
+            if existing:
+                # Add tool refs from this section
+                tool_refs = re.findall(r'`([a-z_]+)`', section_content)
+                existing.tool_refs.extend(t for t in tool_refs if t not in existing.tool_refs)
+            else:
+                tool_refs = re.findall(r'`([a-z_]+)`', section_content)
+                agents.append(ClaudeMdAgent(
+                    name=agent_name,
+                    tool_refs=tool_refs
+                ))
+
+        return agents

mcp-servers/contract-validator/mcp_server/report_tools.py

@@ -0,0 +1,337 @@
+"""
+Report tools for generating compatibility reports and listing issues.
+
+Provides:
+- generate_compatibility_report: Full marketplace validation report
+- list_issues: Filtered issue listing
+"""
+import os
+from pathlib import Path
+from datetime import datetime
+from typing import Optional
+from pydantic import BaseModel
+
+from .parse_tools import ParseTools
+from .validation_tools import ValidationTools, IssueSeverity, IssueType, ValidationIssue
+
+
+class ReportSummary(BaseModel):
+    """Summary statistics for a report"""
+    total_plugins: int = 0
+    total_commands: int = 0
+    total_agents: int = 0
+    total_tools: int = 0
+    total_issues: int = 0
+    errors: int = 0
+    warnings: int = 0
+    info: int = 0
+
+
+class ReportTools:
+    """Tools for generating reports and listing issues"""
+
+    def __init__(self):
+        self.parse_tools = ParseTools()
+        self.validation_tools = ValidationTools()
+
+    async def generate_compatibility_report(
+        self,
+        marketplace_path: str,
+        format: str = "markdown"
+    ) -> dict:
+        """
+        Generate a comprehensive compatibility report for all plugins.
+
+        Args:
+            marketplace_path: Path to marketplace root directory
+            format: Output format ("markdown" or "json")
+
+        Returns:
+            Full compatibility report with all findings
+        """
+        marketplace = Path(marketplace_path)
+        plugins_dir = marketplace / "plugins"
+
+        if not plugins_dir.exists():
+            return {
+                "error": f"Plugins directory not found at {plugins_dir}",
+                "marketplace_path": marketplace_path
+            }
+
+        # Discover all plugins
+        plugins = []
+        for item in plugins_dir.iterdir():
+            if item.is_dir() and (item / ".claude-plugin").exists():
+                plugins.append(item)
+
+        if not plugins:
+            return {
+                "error": "No plugins found in marketplace",
+                "marketplace_path": marketplace_path
+            }
+
+        # Parse all plugin interfaces
+        interfaces = {}
+        all_issues = []
+        summary = ReportSummary(total_plugins=len(plugins))
+
+        for plugin_path in plugins:
+            interface = await self.parse_tools.parse_plugin_interface(str(plugin_path))
+            if "error" not in interface:
+                interfaces[interface["plugin_name"]] = interface
+                summary.total_commands += len(interface.get("commands", []))
+                summary.total_agents += len(interface.get("agents", []))
+                summary.total_tools += len(interface.get("tools", []))
+
+        # Run pairwise compatibility checks
+        plugin_names = list(interfaces.keys())
+        compatibility_results = []
+
+        for i, name_a in enumerate(plugin_names):
+            for name_b in plugin_names[i+1:]:
+                path_a = plugins_dir / self._find_plugin_dir(plugins_dir, name_a)
+                path_b = plugins_dir / self._find_plugin_dir(plugins_dir, name_b)
+
+                result = await self.validation_tools.validate_compatibility(
+                    str(path_a), str(path_b)
+                )
+
+                if "error" not in result:
+                    compatibility_results.append(result)
+                    all_issues.extend(result.get("issues", []))
+
+        # Parse CLAUDE.md if exists
+        claude_md = marketplace / "CLAUDE.md"
+        agents_from_claude = []
+        if claude_md.exists():
+            agents_result = await self.parse_tools.parse_claude_md_agents(str(claude_md))
+            if "error" not in agents_result:
+                agents_from_claude = agents_result.get("agents", [])
+
+                # Validate each agent
+                for agent in agents_from_claude:
+                    agent_result = await self.validation_tools.validate_agent_refs(
+                        agent["name"],
+                        str(claude_md),
+                        [str(p) for p in plugins]
+                    )
+                    if "error" not in agent_result:
+                        all_issues.extend(agent_result.get("issues", []))
+
+        # Count issues by severity
+        for issue in all_issues:
+            severity = issue.get("severity", "info")
+            if isinstance(severity, str):
+                severity_str = severity.lower()
+            else:
+                severity_str = severity.value if hasattr(severity, 'value') else str(severity).lower()
+
+            if "error" in severity_str:
+                summary.errors += 1
+            elif "warning" in severity_str:
+                summary.warnings += 1
+            else:
+                summary.info += 1
+
+        summary.total_issues = len(all_issues)
+
+        # Generate report
+        if format == "json":
+            return {
+                "generated_at": datetime.now().isoformat(),
+                "marketplace_path": marketplace_path,
+                "summary": summary.model_dump(),
+                "plugins": interfaces,
+                "compatibility_checks": compatibility_results,
+                "claude_md_agents": agents_from_claude,
+                "all_issues": all_issues
+            }
+        else:
+            # Generate markdown report
+            report = self._generate_markdown_report(
+                marketplace_path,
+                summary,
+                interfaces,
+                compatibility_results,
+                agents_from_claude,
+                all_issues
+            )
+            return {
+                "generated_at": datetime.now().isoformat(),
+                "marketplace_path": marketplace_path,
+                "summary": summary.model_dump(),
+                "report": report
+            }
+
+    def _find_plugin_dir(self, plugins_dir: Path, plugin_name: str) -> str:
+        """Find plugin directory by name (handles naming variations)"""
+        # Try exact match first
+        for item in plugins_dir.iterdir():
+            if item.is_dir():
+                if item.name.lower() == plugin_name.lower():
+                    return item.name
+                # Check plugin.json for name
+                plugin_json = item / ".claude-plugin" / "plugin.json"
+                if plugin_json.exists():
+                    import json
+                    try:
+                        data = json.loads(plugin_json.read_text())
+                        if data.get("name", "").lower() == plugin_name.lower():
+                            return item.name
+                    except:
+                        pass
+        return plugin_name
+
+    def _generate_markdown_report(
+        self,
+        marketplace_path: str,
+        summary: ReportSummary,
+        interfaces: dict,
+        compatibility_results: list,
+        agents: list,
+        issues: list
+    ) -> str:
+        """Generate markdown formatted report"""
+        lines = [
+            "# Contract Validation Report",
+            "",
+            f"**Generated:** {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}",
+            f"**Marketplace:** `{marketplace_path}`",
+            "",
+            "## Summary",
+            "",
+            f"| Metric | Count |",
+            f"|--------|-------|",
+            f"| Plugins | {summary.total_plugins} |",
+            f"| Commands | {summary.total_commands} |",
+            f"| Agents | {summary.total_agents} |",
+            f"| Tools | {summary.total_tools} |",
+            f"| **Issues** | **{summary.total_issues}** |",
+            f"| - Errors | {summary.errors} |",
+            f"| - Warnings | {summary.warnings} |",
+            f"| - Info | {summary.info} |",
+            "",
+        ]
+
+        # Plugin details
+        lines.extend([
+            "## Plugins",
+            "",
+        ])
+
+        for name, interface in interfaces.items():
+            cmds = len(interface.get("commands", []))
+            agents_count = len(interface.get("agents", []))
+            tools = len(interface.get("tools", []))
+            lines.append(f"### {name}")
+            lines.append("")
+            lines.append(f"- Commands: {cmds}")
+            lines.append(f"- Agents: {agents_count}")
+            lines.append(f"- Tools: {tools}")
+            lines.append("")
+
+        # Compatibility results
+        if compatibility_results:
+            lines.extend([
+                "## Compatibility Checks",
+                "",
+            ])
+
+            for result in compatibility_results:
+                status = "✓" if result.get("compatible", True) else "✗"
+                lines.append(f"### {result['plugin_a']} ↔ {result['plugin_b']} {status}")
+                lines.append("")
+
+                if result.get("shared_tools"):
+                    lines.append(f"- Shared tools: `{', '.join(result['shared_tools'])}`")
+                if result.get("issues"):
+                    for issue in result["issues"]:
+                        sev = issue.get("severity", "info")
+                        if hasattr(sev, 'value'):
+                            sev = sev.value
+                        lines.append(f"- [{sev.upper()}] {issue['message']}")
+                lines.append("")
+
+        # Issues section
+        if issues:
+            lines.extend([
+                "## All Issues",
+                "",
+                "| Severity | Type | Message |",
+                "|----------|------|---------|",
+            ])
+
+            for issue in issues:
+                sev = issue.get("severity", "info")
+                itype = issue.get("issue_type", "unknown")
+                msg = issue.get("message", "")
+
+                if hasattr(sev, 'value'):
+                    sev = sev.value
+                if hasattr(itype, 'value'):
+                    itype = itype.value
+
+                # Truncate message for table
+                msg_short = msg[:60] + "..." if len(msg) > 60 else msg
+                lines.append(f"| {sev} | {itype} | {msg_short} |")
+
+            lines.append("")
+
+        return "\n".join(lines)
+
+    async def list_issues(
+        self,
+        marketplace_path: str,
+        severity: str = "all",
+        issue_type: str = "all"
+    ) -> dict:
+        """
+        List validation issues with optional filtering.
+
+        Args:
+            marketplace_path: Path to marketplace root directory
+            severity: Filter by severity ("error", "warning", "info", "all")
+            issue_type: Filter by type ("missing_tool", "interface_mismatch", etc., "all")
+
+        Returns:
+            Filtered list of issues
+        """
+        # Generate full report first
+        report = await self.generate_compatibility_report(marketplace_path, format="json")
+
+        if "error" in report:
+            return report
+
+        all_issues = report.get("all_issues", [])
+
+        # Filter by severity
+        if severity != "all":
+            filtered = []
+            for issue in all_issues:
+                issue_sev = issue.get("severity", "info")
+                if hasattr(issue_sev, 'value'):
+                    issue_sev = issue_sev.value
+                if isinstance(issue_sev, str) and severity.lower() in issue_sev.lower():
+                    filtered.append(issue)
+            all_issues = filtered
+
+        # Filter by type
+        if issue_type != "all":
+            filtered = []
+            for issue in all_issues:
+                itype = issue.get("issue_type", "unknown")
+                if hasattr(itype, 'value'):
+                    itype = itype.value
+                if isinstance(itype, str) and issue_type.lower() in itype.lower():
+                    filtered.append(issue)
+            all_issues = filtered
+
+        return {
+            "marketplace_path": marketplace_path,
+            "filters": {
+                "severity": severity,
+                "issue_type": issue_type
+            },
+            "total_issues": len(all_issues),
+            "issues": all_issues
+        }

mcp-servers/contract-validator/mcp_server/server.py

@@ -0,0 +1,274 @@
+"""
+MCP Server entry point for Contract Validator.
+
+Provides cross-plugin compatibility validation and Claude.md agent verification
+tools to Claude Code via JSON-RPC 2.0 over stdio.
+"""
+import asyncio
+import logging
+import json
+from mcp.server import Server
+from mcp.server.stdio import stdio_server
+from mcp.types import Tool, TextContent
+
+from .parse_tools import ParseTools
+from .validation_tools import ValidationTools
+from .report_tools import ReportTools
+
+# Suppress noisy MCP validation warnings on stderr
+logging.basicConfig(level=logging.INFO)
+logging.getLogger("root").setLevel(logging.ERROR)
+logging.getLogger("mcp").setLevel(logging.ERROR)
+logger = logging.getLogger(__name__)
+
+
+class ContractValidatorMCPServer:
+    """MCP Server for cross-plugin compatibility validation"""
+
+    def __init__(self):
+        self.server = Server("contract-validator-mcp")
+        self.parse_tools = ParseTools()
+        self.validation_tools = ValidationTools()
+        self.report_tools = ReportTools()
+
+    async def initialize(self):
+        """Initialize server."""
+        logger.info("Contract Validator MCP Server initialized")
+
+    def setup_tools(self):
+        """Register all available tools with the MCP server"""
+
+        @self.server.list_tools()
+        async def list_tools() -> list[Tool]:
+            """Return list of available tools"""
+            tools = [
+                # Parse tools (to be implemented in #186)
+                Tool(
+                    name="parse_plugin_interface",
+                    description="Parse plugin README.md to extract interface declarations (inputs, outputs, tools)",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {
+                            "plugin_path": {
+                                "type": "string",
+                                "description": "Path to plugin directory or README.md"
+                            }
+                        },
+                        "required": ["plugin_path"]
+                    }
+                ),
+                Tool(
+                    name="parse_claude_md_agents",
+                    description="Parse Claude.md to extract agent definitions and their tool sequences",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {
+                            "claude_md_path": {
+                                "type": "string",
+                                "description": "Path to CLAUDE.md file"
+                            }
+                        },
+                        "required": ["claude_md_path"]
+                    }
+                ),
+                # Validation tools (to be implemented in #187)
+                Tool(
+                    name="validate_compatibility",
+                    description="Validate compatibility between two plugin interfaces",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {
+                            "plugin_a": {
+                                "type": "string",
+                                "description": "Path to first plugin"
+                            },
+                            "plugin_b": {
+                                "type": "string",
+                                "description": "Path to second plugin"
+                            }
+                        },
+                        "required": ["plugin_a", "plugin_b"]
+                    }
+                ),
+                Tool(
+                    name="validate_agent_refs",
+                    description="Validate that all tool references in an agent definition exist",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {
+                            "agent_name": {
+                                "type": "string",
+                                "description": "Name of agent to validate"
+                            },
+                            "claude_md_path": {
+                                "type": "string",
+                                "description": "Path to CLAUDE.md containing agent"
+                            },
+                            "plugin_paths": {
+                                "type": "array",
+                                "items": {"type": "string"},
+                                "description": "Paths to available plugins"
+                            }
+                        },
+                        "required": ["agent_name", "claude_md_path"]
+                    }
+                ),
+                Tool(
+                    name="validate_data_flow",
+                    description="Validate data flow through an agent's tool sequence",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {
+                            "agent_name": {
+                                "type": "string",
+                                "description": "Name of agent to validate"
+                            },
+                            "claude_md_path": {
+                                "type": "string",
+                                "description": "Path to CLAUDE.md containing agent"
+                            }
+                        },
+                        "required": ["agent_name", "claude_md_path"]
+                    }
+                ),
+                # Report tools (to be implemented in #188)
+                Tool(
+                    name="generate_compatibility_report",
+                    description="Generate a comprehensive compatibility report for all plugins",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {
+                            "marketplace_path": {
+                                "type": "string",
+                                "description": "Path to marketplace root directory"
+                            },
+                            "format": {
+                                "type": "string",
+                                "enum": ["markdown", "json"],
+                                "default": "markdown",
+                                "description": "Output format"
+                            }
+                        },
+                        "required": ["marketplace_path"]
+                    }
+                ),
+                Tool(
+                    name="list_issues",
+                    description="List validation issues with optional filtering",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {
+                            "marketplace_path": {
+                                "type": "string",
+                                "description": "Path to marketplace root directory"
+                            },
+                            "severity": {
+                                "type": "string",
+                                "enum": ["error", "warning", "info", "all"],
+                                "default": "all",
+                                "description": "Filter by severity"
+                            },
+                            "issue_type": {
+                                "type": "string",
+                                "enum": ["missing_tool", "interface_mismatch", "optional_dependency", "undeclared_output", "all"],
+                                "default": "all",
+                                "description": "Filter by issue type"
+                            }
+                        },
+                        "required": ["marketplace_path"]
+                    }
+                )
+            ]
+            return tools
+
+        @self.server.call_tool()
+        async def call_tool(name: str, arguments: dict) -> list[TextContent]:
+            """Handle tool invocation."""
+            try:
+                # All tools return placeholder responses for now
+                # Actual implementation will be added in issues #186, #187, #188
+
+                if name == "parse_plugin_interface":
+                    result = await self._parse_plugin_interface(**arguments)
+                elif name == "parse_claude_md_agents":
+                    result = await self._parse_claude_md_agents(**arguments)
+                elif name == "validate_compatibility":
+                    result = await self._validate_compatibility(**arguments)
+                elif name == "validate_agent_refs":
+                    result = await self._validate_agent_refs(**arguments)
+                elif name == "validate_data_flow":
+                    result = await self._validate_data_flow(**arguments)
+                elif name == "generate_compatibility_report":
+                    result = await self._generate_compatibility_report(**arguments)
+                elif name == "list_issues":
+                    result = await self._list_issues(**arguments)
+                else:
+                    raise ValueError(f"Unknown tool: {name}")
+
+                return [TextContent(
+                    type="text",
+                    text=json.dumps(result, indent=2, default=str)
+                )]
+
+            except Exception as e:
+                logger.error(f"Tool {name} failed: {e}")
+                return [TextContent(
+                    type="text",
+                    text=json.dumps({"error": str(e)}, indent=2)
+                )]
+
+    # Parse tool implementations (Issue #186)
+
+    async def _parse_plugin_interface(self, plugin_path: str) -> dict:
+        """Parse plugin interface from README.md"""
+        return await self.parse_tools.parse_plugin_interface(plugin_path)
+
+    async def _parse_claude_md_agents(self, claude_md_path: str) -> dict:
+        """Parse agents from CLAUDE.md"""
+        return await self.parse_tools.parse_claude_md_agents(claude_md_path)
+
+    # Validation tool implementations (Issue #187)
+
+    async def _validate_compatibility(self, plugin_a: str, plugin_b: str) -> dict:
+        """Validate compatibility between plugins"""
+        return await self.validation_tools.validate_compatibility(plugin_a, plugin_b)
+
+    async def _validate_agent_refs(self, agent_name: str, claude_md_path: str, plugin_paths: list = None) -> dict:
+        """Validate agent tool references"""
+        return await self.validation_tools.validate_agent_refs(agent_name, claude_md_path, plugin_paths)
+
+    async def _validate_data_flow(self, agent_name: str, claude_md_path: str) -> dict:
+        """Validate agent data flow"""
+        return await self.validation_tools.validate_data_flow(agent_name, claude_md_path)
+
+    # Report tool implementations (Issue #188)
+
+    async def _generate_compatibility_report(self, marketplace_path: str, format: str = "markdown") -> dict:
+        """Generate comprehensive compatibility report"""
+        return await self.report_tools.generate_compatibility_report(marketplace_path, format)
+
+    async def _list_issues(self, marketplace_path: str, severity: str = "all", issue_type: str = "all") -> dict:
+        """List validation issues with filtering"""
+        return await self.report_tools.list_issues(marketplace_path, severity, issue_type)
+
+    async def run(self):
+        """Run the MCP server"""
+        await self.initialize()
+        self.setup_tools()
+
+        async with stdio_server() as (read_stream, write_stream):
+            await self.server.run(
+                read_stream,
+                write_stream,
+                self.server.create_initialization_options()
+            )
+
+
+async def main():
+    """Main entry point"""
+    server = ContractValidatorMCPServer()
+    await server.run()
+
+
+if __name__ == "__main__":
+    asyncio.run(main())

mcp-servers/contract-validator/mcp_server/validation_tools.py

@@ -0,0 +1,338 @@
+"""
+Validation tools for checking cross-plugin compatibility and agent references.
+
+Provides:
+- validate_compatibility: Compare two plugin interfaces
+- validate_agent_refs: Check agent tool references exist
+- validate_data_flow: Verify data flow through agent sequences
+"""
+from pathlib import Path
+from typing import Optional
+from pydantic import BaseModel
+from enum import Enum
+
+from .parse_tools import ParseTools, PluginInterface, ClaudeMdAgent
+
+
+class IssueSeverity(str, Enum):
+    ERROR = "error"
+    WARNING = "warning"
+    INFO = "info"
+
+
+class IssueType(str, Enum):
+    MISSING_TOOL = "missing_tool"
+    INTERFACE_MISMATCH = "interface_mismatch"
+    OPTIONAL_DEPENDENCY = "optional_dependency"
+    UNDECLARED_OUTPUT = "undeclared_output"
+    INVALID_SEQUENCE = "invalid_sequence"
+
+
+class ValidationIssue(BaseModel):
+    """A single validation issue"""
+    severity: IssueSeverity
+    issue_type: IssueType
+    message: str
+    location: Optional[str] = None
+    suggestion: Optional[str] = None
+
+
+class CompatibilityResult(BaseModel):
+    """Result of compatibility check between two plugins"""
+    plugin_a: str
+    plugin_b: str
+    compatible: bool
+    shared_tools: list[str] = []
+    a_only_tools: list[str] = []
+    b_only_tools: list[str] = []
+    issues: list[ValidationIssue] = []
+
+
+class AgentValidationResult(BaseModel):
+    """Result of agent reference validation"""
+    agent_name: str
+    valid: bool
+    tool_refs_found: list[str] = []
+    tool_refs_missing: list[str] = []
+    issues: list[ValidationIssue] = []
+
+
+class DataFlowResult(BaseModel):
+    """Result of data flow validation"""
+    agent_name: str
+    valid: bool
+    flow_steps: list[str] = []
+    issues: list[ValidationIssue] = []
+
+
+class ValidationTools:
+    """Tools for validating plugin compatibility and agent references"""
+
+    def __init__(self):
+        self.parse_tools = ParseTools()
+
+    async def validate_compatibility(self, plugin_a: str, plugin_b: str) -> dict:
+        """
+        Validate compatibility between two plugin interfaces.
+
+        Compares tools, commands, and agents to identify overlaps and gaps.
+
+        Args:
+            plugin_a: Path to first plugin directory
+            plugin_b: Path to second plugin directory
+
+        Returns:
+            Compatibility report with shared tools, unique tools, and issues
+        """
+        # Parse both plugins
+        interface_a = await self.parse_tools.parse_plugin_interface(plugin_a)
+        interface_b = await self.parse_tools.parse_plugin_interface(plugin_b)
+
+        # Check for parse errors
+        if "error" in interface_a:
+            return {
+                "error": f"Failed to parse plugin A: {interface_a['error']}",
+                "plugin_a": plugin_a,
+                "plugin_b": plugin_b
+            }
+        if "error" in interface_b:
+            return {
+                "error": f"Failed to parse plugin B: {interface_b['error']}",
+                "plugin_a": plugin_a,
+                "plugin_b": plugin_b
+            }
+
+        # Extract tool names
+        tools_a = set(t["name"] for t in interface_a.get("tools", []))
+        tools_b = set(t["name"] for t in interface_b.get("tools", []))
+
+        # Find overlaps and differences
+        shared = tools_a & tools_b
+        a_only = tools_a - tools_b
+        b_only = tools_b - tools_a
+
+        issues = []
+
+        # Check for potential naming conflicts
+        if shared:
+            issues.append(ValidationIssue(
+                severity=IssueSeverity.WARNING,
+                issue_type=IssueType.INTERFACE_MISMATCH,
+                message=f"Both plugins define tools with same names: {list(shared)}",
+                location=f"{interface_a['plugin_name']} and {interface_b['plugin_name']}",
+                suggestion="Ensure tools with same names have compatible interfaces"
+            ))
+
+        # Check command overlaps
+        cmds_a = set(c["name"] for c in interface_a.get("commands", []))
+        cmds_b = set(c["name"] for c in interface_b.get("commands", []))
+        shared_cmds = cmds_a & cmds_b
+
+        if shared_cmds:
+            issues.append(ValidationIssue(
+                severity=IssueSeverity.ERROR,
+                issue_type=IssueType.INTERFACE_MISMATCH,
+                message=f"Command name conflict: {list(shared_cmds)}",
+                location=f"{interface_a['plugin_name']} and {interface_b['plugin_name']}",
+                suggestion="Rename conflicting commands to avoid ambiguity"
+            ))
+
+        result = CompatibilityResult(
+            plugin_a=interface_a["plugin_name"],
+            plugin_b=interface_b["plugin_name"],
+            compatible=len([i for i in issues if i.severity == IssueSeverity.ERROR]) == 0,
+            shared_tools=list(shared),
+            a_only_tools=list(a_only),
+            b_only_tools=list(b_only),
+            issues=issues
+        )
+
+        return result.model_dump()
+
+    async def validate_agent_refs(
+        self,
+        agent_name: str,
+        claude_md_path: str,
+        plugin_paths: list[str] = None
+    ) -> dict:
+        """
+        Validate that all tool references in an agent definition exist.
+
+        Args:
+            agent_name: Name of the agent to validate
+            claude_md_path: Path to CLAUDE.md containing the agent
+            plugin_paths: Optional list of plugin paths to check for tools
+
+        Returns:
+            Validation result with found/missing tools and issues
+        """
+        # Parse CLAUDE.md for agents
+        agents_result = await self.parse_tools.parse_claude_md_agents(claude_md_path)
+
+        if "error" in agents_result:
+            return {
+                "error": agents_result["error"],
+                "agent_name": agent_name
+            }
+
+        # Find the specific agent
+        agent = None
+        for a in agents_result.get("agents", []):
+            if a["name"].lower() == agent_name.lower():
+                agent = a
+                break
+
+        if not agent:
+            return {
+                "error": f"Agent '{agent_name}' not found in {claude_md_path}",
+                "agent_name": agent_name,
+                "available_agents": [a["name"] for a in agents_result.get("agents", [])]
+            }
+
+        # Collect all available tools from plugins
+        available_tools = set()
+        if plugin_paths:
+            for plugin_path in plugin_paths:
+                interface = await self.parse_tools.parse_plugin_interface(plugin_path)
+                if "error" not in interface:
+                    for tool in interface.get("tools", []):
+                        available_tools.add(tool["name"])
+
+        # Check agent tool references
+        tool_refs = set(agent.get("tool_refs", []))
+        found = tool_refs & available_tools if available_tools else tool_refs
+        missing = tool_refs - available_tools if available_tools else set()
+
+        issues = []
+
+        # Report missing tools
+        for tool in missing:
+            issues.append(ValidationIssue(
+                severity=IssueSeverity.ERROR,
+                issue_type=IssueType.MISSING_TOOL,
+                message=f"Agent '{agent_name}' references tool '{tool}' which is not found",
+                location=claude_md_path,
+                suggestion=f"Check if tool '{tool}' exists or fix the reference"
+            ))
+
+        # Check if agent has no tool refs (might be incomplete)
+        if not tool_refs:
+            issues.append(ValidationIssue(
+                severity=IssueSeverity.INFO,
+                issue_type=IssueType.UNDECLARED_OUTPUT,
+                message=f"Agent '{agent_name}' has no documented tool references",
+                location=claude_md_path,
+                suggestion="Consider documenting which tools this agent uses"
+            ))
+
+        result = AgentValidationResult(
+            agent_name=agent_name,
+            valid=len([i for i in issues if i.severity == IssueSeverity.ERROR]) == 0,
+            tool_refs_found=list(found),
+            tool_refs_missing=list(missing),
+            issues=issues
+        )
+
+        return result.model_dump()
+
+    async def validate_data_flow(self, agent_name: str, claude_md_path: str) -> dict:
+        """
+        Validate data flow through an agent's tool sequence.
+
+        Checks that each step's expected output can be used by the next step.
+
+        Args:
+            agent_name: Name of the agent to validate
+            claude_md_path: Path to CLAUDE.md containing the agent
+
+        Returns:
+            Data flow validation result with steps and issues
+        """
+        # Parse CLAUDE.md for agents
+        agents_result = await self.parse_tools.parse_claude_md_agents(claude_md_path)
+
+        if "error" in agents_result:
+            return {
+                "error": agents_result["error"],
+                "agent_name": agent_name
+            }
+
+        # Find the specific agent
+        agent = None
+        for a in agents_result.get("agents", []):
+            if a["name"].lower() == agent_name.lower():
+                agent = a
+                break
+
+        if not agent:
+            return {
+                "error": f"Agent '{agent_name}' not found in {claude_md_path}",
+                "agent_name": agent_name,
+                "available_agents": [a["name"] for a in agents_result.get("agents", [])]
+            }
+
+        issues = []
+        flow_steps = []
+
+        # Extract workflow steps
+        workflow_steps = agent.get("workflow_steps", [])
+        responsibilities = agent.get("responsibilities", [])
+
+        # Build flow from workflow steps or responsibilities
+        steps = workflow_steps if workflow_steps else responsibilities
+
+        for i, step in enumerate(steps):
+            flow_steps.append(f"Step {i+1}: {step}")
+
+        # Check for data flow patterns
+        tool_refs = agent.get("tool_refs", [])
+
+        # Known data flow patterns
+        # e.g., data-platform produces data_ref, viz-platform consumes it
+        known_producers = {
+            "read_csv": "data_ref",
+            "read_parquet": "data_ref",
+            "pg_query": "data_ref",
+            "filter": "data_ref",
+            "groupby": "data_ref",
+        }
+
+        known_consumers = {
+            "describe": "data_ref",
+            "head": "data_ref",
+            "tail": "data_ref",
+            "to_csv": "data_ref",
+            "to_parquet": "data_ref",
+        }
+
+        # Check if agent uses tools that require data_ref
+        has_producer = any(t in known_producers for t in tool_refs)
+        has_consumer = any(t in known_consumers for t in tool_refs)
+
+        if has_consumer and not has_producer:
+            issues.append(ValidationIssue(
+                severity=IssueSeverity.WARNING,
+                issue_type=IssueType.INTERFACE_MISMATCH,
+                message=f"Agent '{agent_name}' uses tools that consume data_ref but no producer found",
+                location=claude_md_path,
+                suggestion="Ensure a data loading tool (read_csv, pg_query, etc.) is used before data consumers"
+            ))
+
+        # Check for empty workflow
+        if not steps and not tool_refs:
+            issues.append(ValidationIssue(
+                severity=IssueSeverity.INFO,
+                issue_type=IssueType.UNDECLARED_OUTPUT,
+                message=f"Agent '{agent_name}' has no documented workflow or tool sequence",
+                location=claude_md_path,
+                suggestion="Consider documenting the agent's workflow steps"
+            ))
+
+        result = DataFlowResult(
+            agent_name=agent_name,
+            valid=len([i for i in issues if i.severity == IssueSeverity.ERROR]) == 0,
+            flow_steps=flow_steps,
+            issues=issues
+        )
+
+        return result.model_dump()

mcp-servers/contract-validator/pyproject.toml

@@ -0,0 +1,41 @@
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "contract-validator-mcp"
+version = "1.0.0"
+description = "MCP Server for cross-plugin compatibility validation and agent verification"
+readme = "README.md"
+license = {text = "MIT"}
+requires-python = ">=3.10"
+authors = [
+    {name = "Leo Miranda"}
+]
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+]
+dependencies = [
+    "mcp>=0.9.0",
+    "pydantic>=2.5.0",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=7.4.3",
+    "pytest-asyncio>=0.23.0",
+]
+
+[tool.setuptools.packages.find]
+where = ["."]
+include = ["mcp_server*"]
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
+testpaths = ["tests"]

mcp-servers/contract-validator/requirements.txt

@@ -0,0 +1,9 @@
+# MCP SDK
+mcp>=0.9.0
+
+# Utilities
+pydantic>=2.5.0
+
+# Testing
+pytest>=7.4.3
+pytest-asyncio>=0.23.0

mcp-servers/contract-validator/run.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# Capture original working directory before any cd operations
+# This should be the user's project directory when launched by Claude Code
+export CLAUDE_PROJECT_DIR="${CLAUDE_PROJECT_DIR:-$PWD}"
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+CACHE_VENV="$HOME/.cache/claude-mcp-venvs/leo-claude-mktplace/contract-validator/.venv"
+LOCAL_VENV="$SCRIPT_DIR/.venv"
+
+if [[ -f "$CACHE_VENV/bin/python" ]]; then
+    PYTHON="$CACHE_VENV/bin/python"
+elif [[ -f "$LOCAL_VENV/bin/python" ]]; then
+    PYTHON="$LOCAL_VENV/bin/python"
+else
+    echo "ERROR: No venv found. Run: ./scripts/setup-venvs.sh" >&2
+    exit 1
+fi
+
+cd "$SCRIPT_DIR"
+export PYTHONPATH="$SCRIPT_DIR"
+exec "$PYTHON" -m mcp_server.server "$@"

mcp-servers/contract-validator/tests/__init__.py

@@ -0,0 +1 @@
+# Tests for contract-validator MCP server

mcp-servers/contract-validator/tests/test_parse_tools.py

@@ -0,0 +1,193 @@
+"""
+Unit tests for parse tools.
+"""
+import pytest
+from pathlib import Path
+
+
+@pytest.fixture
+def parse_tools():
+    """Create ParseTools instance"""
+    from mcp_server.parse_tools import ParseTools
+    return ParseTools()
+
+
+@pytest.fixture
+def sample_readme(tmp_path):
+    """Create a sample README.md for testing"""
+    readme = tmp_path / "README.md"
+    readme.write_text("""# Test Plugin
+
+A test plugin for validation.
+
+## Features
+
+- **Feature One**: Does something
+- **Feature Two**: Does something else
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/test-cmd` | Test command |
+| `/another-cmd` | Another test command |
+
+## Agents
+
+| Agent | Description |
+|-------|-------------|
+| `test-agent` | A test agent |
+
+## Tools Summary
+
+### Category A (3 tools)
+`tool_a`, `tool_b`, `tool_c`
+
+### Category B (2 tools)
+`tool_d`, `tool_e`
+""")
+    return str(tmp_path)
+
+
+@pytest.fixture
+def sample_claude_md(tmp_path):
+    """Create a sample CLAUDE.md for testing"""
+    claude_md = tmp_path / "CLAUDE.md"
+    claude_md.write_text("""# CLAUDE.md
+
+## Project Overview
+
+### Four-Agent Model (test)
+
+| Agent | Personality | Responsibilities |
+|-------|-------------|------------------|
+| **Planner** | Thoughtful | Planning via `create_issue`, `search_lessons` |
+| **Executor** | Focused | Implementation via `write`, `edit` |
+
+## Workflow
+
+1. Planner creates issues
+2. Executor implements code
+""")
+    return str(claude_md)
+
+
+@pytest.mark.asyncio
+async def test_parse_plugin_interface_basic(parse_tools, sample_readme):
+    """Test basic plugin interface parsing"""
+    result = await parse_tools.parse_plugin_interface(sample_readme)
+
+    assert "error" not in result
+    # Plugin name extraction strips "Plugin" suffix
+    assert result["plugin_name"] == "Test"
+    assert "A test plugin" in result["description"]
+
+
+@pytest.mark.asyncio
+async def test_parse_plugin_interface_commands(parse_tools, sample_readme):
+    """Test command extraction from README"""
+    result = await parse_tools.parse_plugin_interface(sample_readme)
+
+    commands = result["commands"]
+    assert len(commands) == 2
+    assert commands[0]["name"] == "/test-cmd"
+    assert commands[1]["name"] == "/another-cmd"
+
+
+@pytest.mark.asyncio
+async def test_parse_plugin_interface_agents(parse_tools, sample_readme):
+    """Test agent extraction from README"""
+    result = await parse_tools.parse_plugin_interface(sample_readme)
+
+    agents = result["agents"]
+    assert len(agents) == 1
+    assert agents[0]["name"] == "test-agent"
+
+
+@pytest.mark.asyncio
+async def test_parse_plugin_interface_tools(parse_tools, sample_readme):
+    """Test tool extraction from README"""
+    result = await parse_tools.parse_plugin_interface(sample_readme)
+
+    tools = result["tools"]
+    tool_names = [t["name"] for t in tools]
+    assert "tool_a" in tool_names
+    assert "tool_b" in tool_names
+    assert "tool_e" in tool_names
+    assert len(tools) >= 5
+
+
+@pytest.mark.asyncio
+async def test_parse_plugin_interface_categories(parse_tools, sample_readme):
+    """Test tool category extraction"""
+    result = await parse_tools.parse_plugin_interface(sample_readme)
+
+    categories = result["tool_categories"]
+    assert "Category A" in categories
+    assert "Category B" in categories
+    assert "tool_a" in categories["Category A"]
+
+
+@pytest.mark.asyncio
+async def test_parse_plugin_interface_features(parse_tools, sample_readme):
+    """Test feature extraction"""
+    result = await parse_tools.parse_plugin_interface(sample_readme)
+
+    features = result["features"]
+    assert "Feature One" in features
+    assert "Feature Two" in features
+
+
+@pytest.mark.asyncio
+async def test_parse_plugin_interface_not_found(parse_tools, tmp_path):
+    """Test error when README not found"""
+    result = await parse_tools.parse_plugin_interface(str(tmp_path / "nonexistent"))
+
+    assert "error" in result
+    assert "not found" in result["error"].lower()
+
+
+@pytest.mark.asyncio
+async def test_parse_claude_md_agents(parse_tools, sample_claude_md):
+    """Test agent extraction from CLAUDE.md"""
+    result = await parse_tools.parse_claude_md_agents(sample_claude_md)
+
+    assert "error" not in result
+    assert result["agent_count"] == 2
+
+    agents = result["agents"]
+    agent_names = [a["name"] for a in agents]
+    assert "Planner" in agent_names
+    assert "Executor" in agent_names
+
+
+@pytest.mark.asyncio
+async def test_parse_claude_md_tool_refs(parse_tools, sample_claude_md):
+    """Test tool reference extraction from agents"""
+    result = await parse_tools.parse_claude_md_agents(sample_claude_md)
+
+    agents = {a["name"]: a for a in result["agents"]}
+    planner = agents["Planner"]
+
+    assert "create_issue" in planner["tool_refs"]
+    assert "search_lessons" in planner["tool_refs"]
+
+
+@pytest.mark.asyncio
+async def test_parse_claude_md_not_found(parse_tools, tmp_path):
+    """Test error when CLAUDE.md not found"""
+    result = await parse_tools.parse_claude_md_agents(str(tmp_path / "CLAUDE.md"))
+
+    assert "error" in result
+    assert "not found" in result["error"].lower()
+
+
+@pytest.mark.asyncio
+async def test_parse_plugin_with_direct_file(parse_tools, sample_readme):
+    """Test parsing with direct file path instead of directory"""
+    readme_path = Path(sample_readme) / "README.md"
+    result = await parse_tools.parse_plugin_interface(str(readme_path))
+
+    assert "error" not in result
+    # Plugin name extraction strips "Plugin" suffix
+    assert result["plugin_name"] == "Test"

mcp-servers/contract-validator/tests/test_report_tools.py

@@ -0,0 +1,261 @@
+"""
+Unit tests for report tools.
+"""
+import pytest
+from pathlib import Path
+
+
+@pytest.fixture
+def report_tools():
+    """Create ReportTools instance"""
+    from mcp_server.report_tools import ReportTools
+    return ReportTools()
+
+
+@pytest.fixture
+def sample_marketplace(tmp_path):
+    """Create a sample marketplace structure"""
+    import json
+
+    plugins_dir = tmp_path / "plugins"
+    plugins_dir.mkdir()
+
+    # Plugin 1
+    plugin1 = plugins_dir / "plugin-one"
+    plugin1.mkdir()
+    plugin1_meta = plugin1 / ".claude-plugin"
+    plugin1_meta.mkdir()
+    (plugin1_meta / "plugin.json").write_text(json.dumps({"name": "plugin-one"}))
+    (plugin1 / "README.md").write_text("""# plugin-one
+
+First test plugin.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/cmd-one` | Command one |
+
+## Tools Summary
+
+### Tools (2 tools)
+`tool_a`, `tool_b`
+""")
+
+    # Plugin 2
+    plugin2 = plugins_dir / "plugin-two"
+    plugin2.mkdir()
+    plugin2_meta = plugin2 / ".claude-plugin"
+    plugin2_meta.mkdir()
+    (plugin2_meta / "plugin.json").write_text(json.dumps({"name": "plugin-two"}))
+    (plugin2 / "README.md").write_text("""# plugin-two
+
+Second test plugin.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/cmd-two` | Command two |
+
+## Tools Summary
+
+### Tools (2 tools)
+`tool_c`, `tool_d`
+""")
+
+    # Plugin 3 (with conflict)
+    plugin3 = plugins_dir / "plugin-three"
+    plugin3.mkdir()
+    plugin3_meta = plugin3 / ".claude-plugin"
+    plugin3_meta.mkdir()
+    (plugin3_meta / "plugin.json").write_text(json.dumps({"name": "plugin-three"}))
+    (plugin3 / "README.md").write_text("""# plugin-three
+
+Third test plugin with conflict.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/cmd-one` | Conflicting command |
+
+## Tools Summary
+
+### Tools (1 tool)
+`tool_e`
+""")
+
+    return str(tmp_path)
+
+
+@pytest.fixture
+def marketplace_no_plugins(tmp_path):
+    """Create marketplace with no plugins"""
+    plugins_dir = tmp_path / "plugins"
+    plugins_dir.mkdir()
+    return str(tmp_path)
+
+
+@pytest.fixture
+def marketplace_no_dir(tmp_path):
+    """Create path without plugins directory"""
+    return str(tmp_path)
+
+
+@pytest.mark.asyncio
+async def test_generate_report_json_format(report_tools, sample_marketplace):
+    """Test JSON format report generation"""
+    result = await report_tools.generate_compatibility_report(
+        sample_marketplace, "json"
+    )
+
+    assert "error" not in result
+    assert "generated_at" in result
+    assert "summary" in result
+    assert "plugins" in result
+    assert result["summary"]["total_plugins"] == 3
+
+
+@pytest.mark.asyncio
+async def test_generate_report_markdown_format(report_tools, sample_marketplace):
+    """Test markdown format report generation"""
+    result = await report_tools.generate_compatibility_report(
+        sample_marketplace, "markdown"
+    )
+
+    assert "error" not in result
+    assert "report" in result
+    assert "# Contract Validation Report" in result["report"]
+    assert "## Summary" in result["report"]
+
+
+@pytest.mark.asyncio
+async def test_generate_report_finds_conflicts(report_tools, sample_marketplace):
+    """Test that report finds command conflicts"""
+    result = await report_tools.generate_compatibility_report(
+        sample_marketplace, "json"
+    )
+
+    assert "error" not in result
+    assert result["summary"]["errors"] > 0
+    assert result["summary"]["total_issues"] > 0
+
+
+@pytest.mark.asyncio
+async def test_generate_report_counts_correctly(report_tools, sample_marketplace):
+    """Test summary counts are correct"""
+    result = await report_tools.generate_compatibility_report(
+        sample_marketplace, "json"
+    )
+
+    summary = result["summary"]
+    assert summary["total_plugins"] == 3
+    assert summary["total_commands"] == 3  # 3 commands total
+    assert summary["total_tools"] == 5  # a, b, c, d, e
+
+
+@pytest.mark.asyncio
+async def test_generate_report_no_plugins(report_tools, marketplace_no_plugins):
+    """Test error when no plugins found"""
+    result = await report_tools.generate_compatibility_report(
+        marketplace_no_plugins, "json"
+    )
+
+    assert "error" in result
+    assert "no plugins" in result["error"].lower()
+
+
+@pytest.mark.asyncio
+async def test_generate_report_no_plugins_dir(report_tools, marketplace_no_dir):
+    """Test error when plugins directory doesn't exist"""
+    result = await report_tools.generate_compatibility_report(
+        marketplace_no_dir, "json"
+    )
+
+    assert "error" in result
+    assert "not found" in result["error"].lower()
+
+
+@pytest.mark.asyncio
+async def test_list_issues_all(report_tools, sample_marketplace):
+    """Test listing all issues"""
+    result = await report_tools.list_issues(sample_marketplace, "all", "all")
+
+    assert "error" not in result
+    assert "issues" in result
+    assert result["total_issues"] > 0
+
+
+@pytest.mark.asyncio
+async def test_list_issues_filter_by_severity(report_tools, sample_marketplace):
+    """Test filtering issues by severity"""
+    all_result = await report_tools.list_issues(sample_marketplace, "all", "all")
+    error_result = await report_tools.list_issues(sample_marketplace, "error", "all")
+
+    # Error count should be less than or equal to all
+    assert error_result["total_issues"] <= all_result["total_issues"]
+
+    # All issues should have error severity
+    for issue in error_result["issues"]:
+        sev = issue.get("severity", "")
+        if hasattr(sev, 'value'):
+            sev = sev.value
+        assert "error" in str(sev).lower()
+
+
+@pytest.mark.asyncio
+async def test_list_issues_filter_by_type(report_tools, sample_marketplace):
+    """Test filtering issues by type"""
+    result = await report_tools.list_issues(
+        sample_marketplace, "all", "interface_mismatch"
+    )
+
+    # All issues should have matching type
+    for issue in result["issues"]:
+        itype = issue.get("issue_type", "")
+        if hasattr(itype, 'value'):
+            itype = itype.value
+        assert "interface_mismatch" in str(itype).lower()
+
+
+@pytest.mark.asyncio
+async def test_list_issues_combined_filters(report_tools, sample_marketplace):
+    """Test combined severity and type filters"""
+    result = await report_tools.list_issues(
+        sample_marketplace, "error", "interface_mismatch"
+    )
+
+    assert "error" not in result
+    # Should have command conflict errors
+    assert result["total_issues"] > 0
+
+
+@pytest.mark.asyncio
+async def test_report_markdown_has_all_sections(report_tools, sample_marketplace):
+    """Test markdown report contains all expected sections"""
+    result = await report_tools.generate_compatibility_report(
+        sample_marketplace, "markdown"
+    )
+
+    report = result["report"]
+    assert "## Summary" in report
+    assert "## Plugins" in report
+    # Compatibility section only if there are checks
+    assert "Plugin One" in report or "plugin-one" in report.lower()
+
+
+@pytest.mark.asyncio
+async def test_report_includes_suggestions(report_tools, sample_marketplace):
+    """Test that issues include suggestions"""
+    result = await report_tools.generate_compatibility_report(
+        sample_marketplace, "json"
+    )
+
+    issues = result.get("all_issues", [])
+    # Find an issue with a suggestion
+    issues_with_suggestions = [
+        i for i in issues
+        if i.get("suggestion")
+    ]
+    assert len(issues_with_suggestions) > 0

mcp-servers/contract-validator/tests/test_validation_tools.py

@@ -0,0 +1,256 @@
+"""
+Unit tests for validation tools.
+"""
+import pytest
+from pathlib import Path
+
+
+@pytest.fixture
+def validation_tools():
+    """Create ValidationTools instance"""
+    from mcp_server.validation_tools import ValidationTools
+    return ValidationTools()
+
+
+@pytest.fixture
+def plugin_a(tmp_path):
+    """Create first test plugin"""
+    plugin_dir = tmp_path / "plugin-a"
+    plugin_dir.mkdir()
+    (plugin_dir / ".claude-plugin").mkdir()
+
+    readme = plugin_dir / "README.md"
+    readme.write_text("""# Plugin A
+
+Test plugin A.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/setup-a` | Setup A |
+| `/shared-cmd` | Shared command |
+
+## Tools Summary
+
+### Core (2 tools)
+`tool_one`, `tool_two`
+""")
+    return str(plugin_dir)
+
+
+@pytest.fixture
+def plugin_b(tmp_path):
+    """Create second test plugin"""
+    plugin_dir = tmp_path / "plugin-b"
+    plugin_dir.mkdir()
+    (plugin_dir / ".claude-plugin").mkdir()
+
+    readme = plugin_dir / "README.md"
+    readme.write_text("""# Plugin B
+
+Test plugin B.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/setup-b` | Setup B |
+| `/shared-cmd` | Shared command (conflict!) |
+
+## Tools Summary
+
+### Core (2 tools)
+`tool_two`, `tool_three`
+""")
+    return str(plugin_dir)
+
+
+@pytest.fixture
+def plugin_no_conflict(tmp_path):
+    """Create plugin with no conflicts"""
+    plugin_dir = tmp_path / "plugin-c"
+    plugin_dir.mkdir()
+    (plugin_dir / ".claude-plugin").mkdir()
+
+    readme = plugin_dir / "README.md"
+    readme.write_text("""# Plugin C
+
+Test plugin C.
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/unique-cmd` | Unique command |
+
+## Tools Summary
+
+### Core (1 tool)
+`unique_tool`
+""")
+    return str(plugin_dir)
+
+
+@pytest.fixture
+def claude_md_with_agents(tmp_path):
+    """Create CLAUDE.md with agent definitions"""
+    claude_md = tmp_path / "CLAUDE.md"
+    claude_md.write_text("""# CLAUDE.md
+
+### Four-Agent Model
+
+| Agent | Personality | Responsibilities |
+|-------|-------------|------------------|
+| **TestAgent** | Careful | Uses `tool_one`, `tool_two`, `missing_tool` |
+| **ValidAgent** | Thorough | Uses `tool_one` only |
+| **EmptyAgent** | Unknown | General tasks |
+""")
+    return str(claude_md)
+
+
+@pytest.mark.asyncio
+async def test_validate_compatibility_command_conflict(validation_tools, plugin_a, plugin_b):
+    """Test detection of command name conflicts"""
+    result = await validation_tools.validate_compatibility(plugin_a, plugin_b)
+
+    assert "error" not in result
+    assert result["compatible"] is False
+
+    # Find the command conflict issue
+    error_issues = [i for i in result["issues"] if i["severity"].value == "error"]
+    assert len(error_issues) > 0
+    assert any("/shared-cmd" in str(i["message"]) for i in error_issues)
+
+
+@pytest.mark.asyncio
+async def test_validate_compatibility_tool_overlap(validation_tools, plugin_a, plugin_b):
+    """Test detection of tool name overlaps"""
+    result = await validation_tools.validate_compatibility(plugin_a, plugin_b)
+
+    assert "tool_two" in result["shared_tools"]
+
+
+@pytest.mark.asyncio
+async def test_validate_compatibility_unique_tools(validation_tools, plugin_a, plugin_b):
+    """Test identification of unique tools per plugin"""
+    result = await validation_tools.validate_compatibility(plugin_a, plugin_b)
+
+    assert "tool_one" in result["a_only_tools"]
+    assert "tool_three" in result["b_only_tools"]
+
+
+@pytest.mark.asyncio
+async def test_validate_compatibility_no_conflict(validation_tools, plugin_a, plugin_no_conflict):
+    """Test compatible plugins"""
+    result = await validation_tools.validate_compatibility(plugin_a, plugin_no_conflict)
+
+    assert "error" not in result
+    assert result["compatible"] is True
+
+
+@pytest.mark.asyncio
+async def test_validate_compatibility_missing_plugin(validation_tools, plugin_a, tmp_path):
+    """Test error when plugin not found"""
+    result = await validation_tools.validate_compatibility(
+        plugin_a,
+        str(tmp_path / "nonexistent")
+    )
+
+    assert "error" in result
+
+
+@pytest.mark.asyncio
+async def test_validate_agent_refs_with_missing_tools(validation_tools, claude_md_with_agents, plugin_a):
+    """Test detection of missing tool references"""
+    result = await validation_tools.validate_agent_refs(
+        "TestAgent",
+        claude_md_with_agents,
+        [plugin_a]
+    )
+
+    assert "error" not in result
+    assert result["valid"] is False
+    assert "missing_tool" in result["tool_refs_missing"]
+
+
+@pytest.mark.asyncio
+async def test_validate_agent_refs_valid_agent(validation_tools, claude_md_with_agents, plugin_a):
+    """Test valid agent with all tools found"""
+    result = await validation_tools.validate_agent_refs(
+        "ValidAgent",
+        claude_md_with_agents,
+        [plugin_a]
+    )
+
+    assert "error" not in result
+    assert result["valid"] is True
+    assert "tool_one" in result["tool_refs_found"]
+
+
+@pytest.mark.asyncio
+async def test_validate_agent_refs_empty_agent(validation_tools, claude_md_with_agents, plugin_a):
+    """Test agent with no tool references"""
+    result = await validation_tools.validate_agent_refs(
+        "EmptyAgent",
+        claude_md_with_agents,
+        [plugin_a]
+    )
+
+    assert "error" not in result
+    # Should have info issue about undocumented references
+    info_issues = [i for i in result["issues"] if i["severity"].value == "info"]
+    assert len(info_issues) > 0
+
+
+@pytest.mark.asyncio
+async def test_validate_agent_refs_agent_not_found(validation_tools, claude_md_with_agents, plugin_a):
+    """Test error when agent not found"""
+    result = await validation_tools.validate_agent_refs(
+        "NonexistentAgent",
+        claude_md_with_agents,
+        [plugin_a]
+    )
+
+    assert "error" in result
+    assert "not found" in result["error"].lower()
+
+
+@pytest.mark.asyncio
+async def test_validate_data_flow_valid(validation_tools, tmp_path):
+    """Test data flow validation with valid flow"""
+    claude_md = tmp_path / "CLAUDE.md"
+    claude_md.write_text("""# CLAUDE.md
+
+### Four-Agent Model
+
+| Agent | Personality | Responsibilities |
+|-------|-------------|------------------|
+| **DataAgent** | Analytical | Load with `read_csv`, analyze with `describe`, export with `to_csv` |
+""")
+
+    result = await validation_tools.validate_data_flow("DataAgent", str(claude_md))
+
+    assert "error" not in result
+    assert result["valid"] is True
+
+
+@pytest.mark.asyncio
+async def test_validate_data_flow_missing_producer(validation_tools, tmp_path):
+    """Test data flow with consumer but no producer"""
+    claude_md = tmp_path / "CLAUDE.md"
+    claude_md.write_text("""# CLAUDE.md
+
+### Four-Agent Model
+
+| Agent | Personality | Responsibilities |
+|-------|-------------|------------------|
+| **BadAgent** | Careless | Just runs `describe`, `head`, `tail` without loading |
+""")
+
+    result = await validation_tools.validate_data_flow("BadAgent", str(claude_md))
+
+    assert "error" not in result
+    # Should have warning about missing producer
+    warning_issues = [i for i in result["issues"] if i["severity"].value == "warning"]
+    assert len(warning_issues) > 0

mcp-servers/data-platform/mcp_server/pandas_tools.py

@@ -330,7 +330,7 @@ class PandasTools:
             return {'error': f'DataFrame not found: {data_ref}'}
 
         try:
-            filtered = df.query(condition)
+            filtered = df.query(condition).reset_index(drop=True)
             result_name = name or f"{data_ref}_filtered"
             return self._check_and_store(
                 filtered,

mcp-servers/data-platform/run.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# Capture original working directory before any cd operations
+# This should be the user's project directory when launched by Claude Code
+export CLAUDE_PROJECT_DIR="${CLAUDE_PROJECT_DIR:-$PWD}"
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+CACHE_VENV="$HOME/.cache/claude-mcp-venvs/leo-claude-mktplace/data-platform/.venv"
+LOCAL_VENV="$SCRIPT_DIR/.venv"
+
+if [[ -f "$CACHE_VENV/bin/python" ]]; then
+    PYTHON="$CACHE_VENV/bin/python"
+elif [[ -f "$LOCAL_VENV/bin/python" ]]; then
+    PYTHON="$LOCAL_VENV/bin/python"
+else
+    echo "ERROR: No venv found. Run: ./scripts/setup-venvs.sh" >&2
+    exit 1
+fi
+
+cd "$SCRIPT_DIR"
+export PYTHONPATH="$SCRIPT_DIR"
+exec "$PYTHON" -m mcp_server.server "$@"

mcp-servers/gitea/mcp_server/gitea_client.py

@@ -135,9 +135,24 @@ class GiteaClient:
         body: Optional[str] = None,
         state: Optional[str] = None,
         labels: Optional[List[str]] = None,
+        milestone: Optional[int] = None,
         repo: Optional[str] = None
     ) -> Dict:
-        """Update existing issue. Repo must be 'owner/repo' format."""
+        """
+        Update existing issue.
+
+        Args:
+            issue_number: Issue number to update
+            title: New title (optional)
+            body: New body (optional)
+            state: New state - 'open' or 'closed' (optional)
+            labels: New labels (optional)
+            milestone: Milestone ID to assign (optional)
+            repo: Repository in 'owner/repo' format
+
+        Returns:
+            Updated issue dictionary
+        """
         owner, target_repo = self._parse_repo(repo)
         url = f"{self.base_url}/repos/{owner}/{target_repo}/issues/{issue_number}"
         data = {}
@@ -149,6 +164,8 @@ class GiteaClient:
             data['state'] = state
         if labels is not None:
             data['labels'] = labels
+        if milestone is not None:
+            data['milestone'] = milestone
         logger.info(f"Updating issue #{issue_number} in {owner}/{target_repo}")
         response = self.session.patch(url, json=data)
         response.raise_for_status()
@@ -239,8 +256,11 @@ class GiteaClient:
         repo: Optional[str] = None
     ) -> Dict:
         """Get a specific wiki page by name."""
+        from urllib.parse import quote
         owner, target_repo = self._parse_repo(repo)
-        url = f"{self.base_url}/repos/{owner}/{target_repo}/wiki/page/{page_name}"
+        # URL-encode the page_name to handle special characters like ':'
+        encoded_page_name = quote(page_name, safe='')
+        url = f"{self.base_url}/repos/{owner}/{target_repo}/wiki/page/{encoded_page_name}"
         logger.info(f"Getting wiki page '{page_name}' from {owner}/{target_repo}")
         response = self.session.get(url)
         response.raise_for_status()
@@ -271,9 +291,13 @@ class GiteaClient:
         repo: Optional[str] = None
     ) -> Dict:
         """Update an existing wiki page."""
+        from urllib.parse import quote
         owner, target_repo = self._parse_repo(repo)
-        url = f"{self.base_url}/repos/{owner}/{target_repo}/wiki/page/{page_name}"
+        # URL-encode the page_name to handle special characters like ':'
+        encoded_page_name = quote(page_name, safe='')
+        url = f"{self.base_url}/repos/{owner}/{target_repo}/wiki/page/{encoded_page_name}"
         data = {
+            'title': page_name,  # CRITICAL: include title to preserve page name
             'content_base64': self._encode_base64(content)
         }
         logger.info(f"Updating wiki page '{page_name}' in {owner}/{target_repo}")
@@ -287,8 +311,11 @@ class GiteaClient:
         repo: Optional[str] = None
     ) -> bool:
         """Delete a wiki page."""
+        from urllib.parse import quote
         owner, target_repo = self._parse_repo(repo)
-        url = f"{self.base_url}/repos/{owner}/{target_repo}/wiki/page/{page_name}"
+        # URL-encode the page_name to handle special characters like ':'
+        encoded_page_name = quote(page_name, safe='')
+        url = f"{self.base_url}/repos/{owner}/{target_repo}/wiki/page/{encoded_page_name}"
         logger.info(f"Deleting wiki page '{page_name}' from {owner}/{target_repo}")
         response = self.session.delete(url)
         response.raise_for_status()
@@ -777,3 +804,42 @@ class GiteaClient:
         response = self.session.post(url, json=data)
         response.raise_for_status()
         return response.json()
+
+    def create_pull_request(
+        self,
+        title: str,
+        body: str,
+        head: str,
+        base: str,
+        labels: Optional[List[str]] = None,
+        repo: Optional[str] = None
+    ) -> Dict:
+        """
+        Create a new pull request.
+
+        Args:
+            title: PR title
+            body: PR description/body
+            head: Source branch name (the branch with changes)
+            base: Target branch name (the branch to merge into)
+            labels: Optional list of label names
+            repo: Repository in 'owner/repo' format
+
+        Returns:
+            Created pull request dictionary
+        """
+        owner, target_repo = self._parse_repo(repo)
+        url = f"{self.base_url}/repos/{owner}/{target_repo}/pulls"
+        data = {
+            'title': title,
+            'body': body,
+            'head': head,
+            'base': base
+        }
+        if labels:
+            label_ids = self._resolve_label_ids(labels, owner, target_repo)
+            data['labels'] = label_ids
+        logger.info(f"Creating PR '{title}' in {owner}/{target_repo}: {head} -> {base}")
+        response = self.session.post(url, json=data)
+        response.raise_for_status()
+        return response.json()

mcp-servers/gitea/mcp_server/server.py

@@ -168,6 +168,10 @@ class GiteaMCPServer:
                                 "items": {"type": "string"},
                                 "description": "New labels"
                             },
+                            "milestone": {
+                                "type": "integer",
+                                "description": "Milestone ID to assign"
+                            },
                             "repo": {
                                 "type": "string",
                                 "description": "Repository name (for PMO mode)"
@@ -844,6 +848,41 @@ class GiteaMCPServer:
                         },
                         "required": ["pr_number", "body"]
                     }
+                ),
+                Tool(
+                    name="create_pull_request",
+                    description="Create a new pull request",
+                    inputSchema={
+                        "type": "object",
+                        "properties": {
+                            "title": {
+                                "type": "string",
+                                "description": "PR title"
+                            },
+                            "body": {
+                                "type": "string",
+                                "description": "PR description/body"
+                            },
+                            "head": {
+                                "type": "string",
+                                "description": "Source branch name (the branch with changes)"
+                            },
+                            "base": {
+                                "type": "string",
+                                "description": "Target branch name (the branch to merge into)"
+                            },
+                            "labels": {
+                                "type": "array",
+                                "items": {"type": "string"},
+                                "description": "Optional list of label names"
+                            },
+                            "repo": {
+                                "type": "string",
+                                "description": "Repository name (owner/repo format)"
+                            }
+                        },
+                        "required": ["title", "body", "head", "base"]
+                    }
                 )
             ]
 
@@ -959,6 +998,8 @@ class GiteaMCPServer:
                     result = await self.pr_tools.create_pr_review(**arguments)
                 elif name == "add_pr_comment":
                     result = await self.pr_tools.add_pr_comment(**arguments)
+                elif name == "create_pull_request":
+                    result = await self.pr_tools.create_pull_request(**arguments)
                 else:
                     raise ValueError(f"Unknown tool: {name}")
 

mcp-servers/gitea/mcp_server/tools/issues.py

@@ -7,6 +7,7 @@ Provides async wrappers for issue CRUD operations with:
 - Comprehensive error handling
 """
 import asyncio
+import os
 import subprocess
 import logging
 from typing import List, Dict, Optional
@@ -27,19 +28,34 @@ class IssueTools:
         """
         self.gitea = gitea_client
 
+    def _get_project_directory(self) -> Optional[str]:
+        """
+        Get the user's project directory from environment.
+
+        Returns:
+            Project directory path or None if not set
+        """
+        return os.environ.get('CLAUDE_PROJECT_DIR')
+
     def _get_current_branch(self) -> str:
         """
-        Get current git branch.
+        Get current git branch from user's project directory.
+
+        Uses CLAUDE_PROJECT_DIR environment variable to determine the correct
+        directory for git operations, avoiding the bug where git runs from
+        the installed plugin directory instead of the user's project.
 
         Returns:
             Current branch name or 'unknown' if not in a git repo
         """
         try:
+            project_dir = self._get_project_directory()
             result = subprocess.run(
                 ['git', 'rev-parse', '--abbrev-ref', 'HEAD'],
                 capture_output=True,
                 text=True,
-                check=True
+                check=True,
+                cwd=project_dir  # Run git in project directory, not plugin directory
             )
             return result.stdout.strip()
         except subprocess.CalledProcessError:
@@ -66,7 +82,13 @@ class IssueTools:
             return operation in ['list_issues', 'get_issue', 'get_labels', 'create_issue']
 
         # Development branches (full access)
-        if branch in ['development', 'develop'] or branch.startswith(('feat/', 'feature/', 'dev/')):
+        # Include all common feature/fix branch patterns
+        dev_prefixes = (
+            'feat/', 'feature/', 'dev/',
+            'fix/', 'bugfix/', 'hotfix/',
+            'chore/', 'refactor/', 'docs/', 'test/'
+        )
+        if branch in ['development', 'develop'] or branch.startswith(dev_prefixes):
             return True
 
         # Unknown branch - be restrictive
@@ -178,6 +200,7 @@ class IssueTools:
         body: Optional[str] = None,
         state: Optional[str] = None,
         labels: Optional[List[str]] = None,
+        milestone: Optional[int] = None,
         repo: Optional[str] = None
     ) -> Dict:
         """
@@ -189,6 +212,7 @@ class IssueTools:
             body: New body (optional)
             state: New state - 'open' or 'closed' (optional)
             labels: New labels (optional)
+            milestone: Milestone ID to assign (optional)
             repo: Override configured repo (for PMO multi-repo)
 
         Returns:
@@ -207,7 +231,7 @@ class IssueTools:
         loop = asyncio.get_event_loop()
         return await loop.run_in_executor(
             None,
-            lambda: self.gitea.update_issue(issue_number, title, body, state, labels, repo)
+            lambda: self.gitea.update_issue(issue_number, title, body, state, labels, milestone, repo)
         )
 
     async def add_comment(

mcp-servers/gitea/mcp_server/tools/pull_requests.py

@@ -7,6 +7,7 @@ Provides async wrappers for PR operations with:
 - Comprehensive error handling
 """
 import asyncio
+import os
 import subprocess
 import logging
 from typing import List, Dict, Optional
@@ -27,19 +28,34 @@ class PullRequestTools:
         """
         self.gitea = gitea_client
 
+    def _get_project_directory(self) -> Optional[str]:
+        """
+        Get the user's project directory from environment.
+
+        Returns:
+            Project directory path or None if not set
+        """
+        return os.environ.get('CLAUDE_PROJECT_DIR')
+
     def _get_current_branch(self) -> str:
         """
-        Get current git branch.
+        Get current git branch from user's project directory.
+
+        Uses CLAUDE_PROJECT_DIR environment variable to determine the correct
+        directory for git operations, avoiding the bug where git runs from
+        the installed plugin directory instead of the user's project.
 
         Returns:
             Current branch name or 'unknown' if not in a git repo
         """
         try:
+            project_dir = self._get_project_directory()
             result = subprocess.run(
                 ['git', 'rev-parse', '--abbrev-ref', 'HEAD'],
                 capture_output=True,
                 text=True,
-                check=True
+                check=True,
+                cwd=project_dir  # Run git in project directory, not plugin directory
             )
             return result.stdout.strip()
         except subprocess.CalledProcessError:
@@ -69,7 +85,13 @@ class PullRequestTools:
             return operation in read_ops + ['add_pr_comment']
 
         # Development branches (full access)
-        if branch in ['development', 'develop'] or branch.startswith(('feat/', 'feature/', 'dev/')):
+        # Include all common feature/fix branch patterns
+        dev_prefixes = (
+            'feat/', 'feature/', 'dev/',
+            'fix/', 'bugfix/', 'hotfix/',
+            'chore/', 'refactor/', 'docs/', 'test/'
+        )
+        if branch in ['development', 'develop'] or branch.startswith(dev_prefixes):
             return True
 
         # Unknown branch - be restrictive
@@ -272,3 +294,42 @@ class PullRequestTools:
             None,
             lambda: self.gitea.add_pr_comment(pr_number, body, repo)
         )
+
+    async def create_pull_request(
+        self,
+        title: str,
+        body: str,
+        head: str,
+        base: str,
+        labels: Optional[List[str]] = None,
+        repo: Optional[str] = None
+    ) -> Dict:
+        """
+        Create a new pull request (async wrapper with branch check).
+
+        Args:
+            title: PR title
+            body: PR description/body
+            head: Source branch name (the branch with changes)
+            base: Target branch name (the branch to merge into)
+            labels: Optional list of label names
+            repo: Override configured repo (for PMO multi-repo)
+
+        Returns:
+            Created pull request dictionary
+
+        Raises:
+            PermissionError: If operation not allowed on current branch
+        """
+        if not self._check_branch_permissions('create_pull_request'):
+            branch = self._get_current_branch()
+            raise PermissionError(
+                f"Cannot create PR on branch '{branch}'. "
+                f"Switch to a development or feature branch to create PRs."
+            )
+
+        loop = asyncio.get_event_loop()
+        return await loop.run_in_executor(
+            None,
+            lambda: self.gitea.create_pull_request(title, body, head, base, labels, repo)
+        )

mcp-servers/gitea/run.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# Capture original working directory before any cd operations
+# This should be the user's project directory when launched by Claude Code
+export CLAUDE_PROJECT_DIR="${CLAUDE_PROJECT_DIR:-$PWD}"
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+CACHE_VENV="$HOME/.cache/claude-mcp-venvs/leo-claude-mktplace/gitea/.venv"
+LOCAL_VENV="$SCRIPT_DIR/.venv"
+
+if [[ -f "$CACHE_VENV/bin/python" ]]; then
+    PYTHON="$CACHE_VENV/bin/python"
+elif [[ -f "$LOCAL_VENV/bin/python" ]]; then
+    PYTHON="$LOCAL_VENV/bin/python"
+else
+    echo "ERROR: No venv found. Run: ./scripts/setup-venvs.sh" >&2
+    exit 1
+fi
+
+cd "$SCRIPT_DIR"
+export PYTHONPATH="$SCRIPT_DIR"
+exec "$PYTHON" -m mcp_server.server "$@"

mcp-servers/netbox/run.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# Capture original working directory before any cd operations
+# This should be the user's project directory when launched by Claude Code
+export CLAUDE_PROJECT_DIR="${CLAUDE_PROJECT_DIR:-$PWD}"
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+CACHE_VENV="$HOME/.cache/claude-mcp-venvs/leo-claude-mktplace/netbox/.venv"
+LOCAL_VENV="$SCRIPT_DIR/.venv"
+
+if [[ -f "$CACHE_VENV/bin/python" ]]; then
+    PYTHON="$CACHE_VENV/bin/python"
+elif [[ -f "$LOCAL_VENV/bin/python" ]]; then
+    PYTHON="$LOCAL_VENV/bin/python"
+else
+    echo "ERROR: No venv found. Run: ./scripts/setup-venvs.sh" >&2
+    exit 1
+fi
+
+cd "$SCRIPT_DIR"
+export PYTHONPATH="$SCRIPT_DIR"
+exec "$PYTHON" -m mcp_server.server "$@"

mcp-servers/viz-platform/README.md

@@ -0,0 +1,115 @@
+# viz-platform MCP Server
+
+Model Context Protocol (MCP) server for Dash Mantine Components validation and visualization tools.
+
+## Overview
+
+This MCP server provides 21 tools for:
+- **DMC Validation**: Version-locked component registry prevents Claude from hallucinating invalid props
+- **Chart Creation**: Plotly-based visualization with theme integration
+- **Layout Composition**: Dashboard layouts with responsive grids
+- **Theme Management**: Design token-based theming system
+- **Page Structure**: Multi-page Dash app generation
+
+## Tools
+
+### DMC Tools (3)
+
+| Tool | Description |
+|------|-------------|
+| `list_components` | List available DMC components by category |
+| `get_component_props` | Get valid props, types, and defaults for a component |
+| `validate_component` | Validate component definition before use |
+
+### Chart Tools (2)
+
+| Tool | Description |
+|------|-------------|
+| `chart_create` | Create Plotly chart (line, bar, scatter, pie, histogram, area, heatmap) |
+| `chart_configure_interaction` | Configure chart interactions (zoom, pan, hover) |
+
+### Layout Tools (5)
+
+| Tool | Description |
+|------|-------------|
+| `layout_create` | Create dashboard layout structure |
+| `layout_add_filter` | Add filter components to layout |
+| `layout_set_grid` | Configure responsive grid settings |
+| `layout_get` | Retrieve layout configuration |
+| `layout_add_section` | Add sections to layout |
+
+### Theme Tools (6)
+
+| Tool | Description |
+|------|-------------|
+| `theme_create` | Create new theme with design tokens |
+| `theme_extend` | Extend existing theme with overrides |
+| `theme_validate` | Validate theme completeness |
+| `theme_export_css` | Export theme as CSS custom properties |
+| `theme_list` | List available themes |
+| `theme_activate` | Set active theme for visualizations |
+
+### Page Tools (5)
+
+| Tool | Description |
+|------|-------------|
+| `page_create` | Create new page structure |
+| `page_add_navbar` | Add navigation bar to page |
+| `page_set_auth` | Configure page authentication |
+| `page_list` | List available pages |
+| `page_get_app_config` | Get full app configuration |
+
+## Configuration
+
+### Environment Variables
+
+| Variable | Required | Description |
+|----------|----------|-------------|
+| `DMC_VERSION` | No | Dash Mantine Components version (auto-detected if installed) |
+| `VIZ_DEFAULT_THEME` | No | Default theme name |
+| `CLAUDE_PROJECT_DIR` | No | Project directory for theme storage |
+
+### Theme Storage
+
+Themes can be stored at two levels:
+- **User-level**: `~/.config/claude/themes/`
+- **Project-level**: `{project}/.viz-platform/themes/`
+
+Project-level themes take precedence.
+
+## Component Registry
+
+The server uses a static JSON registry for DMC component validation:
+- Pre-generated from DMC source code
+- Version-tagged (e.g., `dmc_2_5.json`)
+- Prevents hallucination of non-existent props
+- Fast, deterministic validation
+
+Registry files are stored in `registry/` directory.
+
+## Tests
+
+94 tests with coverage:
+- `test_config.py`: 82% coverage
+- `test_component_registry.py`: 92% coverage
+- `test_dmc_tools.py`: 88% coverage
+- `test_chart_tools.py`: 68% coverage
+- `test_theme_tools.py`: 99% coverage
+
+Run tests:
+```bash
+cd mcp-servers/viz-platform
+source .venv/bin/activate
+pytest tests/ -v
+```
+
+## Dependencies
+
+- Python 3.10+
+- FastMCP
+- plotly
+- dash-mantine-components (optional, for version detection)
+
+## Usage
+
+This MCP server is used by the `viz-platform` plugin. See [plugins/viz-platform/README.md](../../plugins/viz-platform/README.md) for usage instructions.

mcp-servers/viz-platform/mcp_server/__init__.py

@@ -0,0 +1,7 @@
+"""
+viz-platform MCP Server package.
+
+Provides Dash Mantine Components validation and visualization tools to Claude Code.
+"""
+
+__version__ = "1.0.0"

mcp-servers/viz-platform/mcp_server/accessibility_tools.py

@@ -0,0 +1,479 @@
+"""
+Accessibility validation tools for color blindness and WCAG compliance.
+
+Provides tools for validating color palettes against color blindness
+simulations and WCAG contrast requirements.
+"""
+import logging
+import math
+from typing import Dict, List, Optional, Any, Tuple
+
+logger = logging.getLogger(__name__)
+
+
+# Color-blind safe palettes
+SAFE_PALETTES = {
+    "categorical": {
+        "name": "Paul Tol's Qualitative",
+        "colors": ["#4477AA", "#EE6677", "#228833", "#CCBB44", "#66CCEE", "#AA3377", "#BBBBBB"],
+        "description": "Distinguishable for all types of color blindness"
+    },
+    "ibm": {
+        "name": "IBM Design",
+        "colors": ["#648FFF", "#785EF0", "#DC267F", "#FE6100", "#FFB000"],
+        "description": "IBM's accessible color palette"
+    },
+    "okabe_ito": {
+        "name": "Okabe-Ito",
+        "colors": ["#E69F00", "#56B4E9", "#009E73", "#F0E442", "#0072B2", "#D55E00", "#CC79A7", "#000000"],
+        "description": "Optimized for all color vision deficiencies"
+    },
+    "tableau_colorblind": {
+        "name": "Tableau Colorblind 10",
+        "colors": ["#006BA4", "#FF800E", "#ABABAB", "#595959", "#5F9ED1",
+                   "#C85200", "#898989", "#A2C8EC", "#FFBC79", "#CFCFCF"],
+        "description": "Industry-standard accessible palette"
+    }
+}
+
+
+# Simulation matrices for color blindness (LMS color space transformation)
+# These approximate how colors appear to people with different types of color blindness
+SIMULATION_MATRICES = {
+    "deuteranopia": {
+        # Green-blind (most common)
+        "severity": "common",
+        "population": "6% males, 0.4% females",
+        "description": "Difficulty distinguishing red from green (green-blind)",
+        "matrix": [
+            [0.625, 0.375, 0.0],
+            [0.700, 0.300, 0.0],
+            [0.0, 0.300, 0.700]
+        ]
+    },
+    "protanopia": {
+        # Red-blind
+        "severity": "common",
+        "population": "2.5% males, 0.05% females",
+        "description": "Difficulty distinguishing red from green (red-blind)",
+        "matrix": [
+            [0.567, 0.433, 0.0],
+            [0.558, 0.442, 0.0],
+            [0.0, 0.242, 0.758]
+        ]
+    },
+    "tritanopia": {
+        # Blue-blind (rare)
+        "severity": "rare",
+        "population": "0.01% total",
+        "description": "Difficulty distinguishing blue from yellow",
+        "matrix": [
+            [0.950, 0.050, 0.0],
+            [0.0, 0.433, 0.567],
+            [0.0, 0.475, 0.525]
+        ]
+    }
+}
+
+
+class AccessibilityTools:
+    """
+    Color accessibility validation tools.
+
+    Validates colors for WCAG compliance and color blindness accessibility.
+    """
+
+    def __init__(self, theme_store=None):
+        """
+        Initialize accessibility tools.
+
+        Args:
+            theme_store: Optional ThemeStore for theme color extraction
+        """
+        self.theme_store = theme_store
+
+    def _hex_to_rgb(self, hex_color: str) -> Tuple[int, int, int]:
+        """Convert hex color to RGB tuple."""
+        hex_color = hex_color.lstrip('#')
+        if len(hex_color) == 3:
+            hex_color = ''.join([c * 2 for c in hex_color])
+        return tuple(int(hex_color[i:i+2], 16) for i in (0, 2, 4))
+
+    def _rgb_to_hex(self, rgb: Tuple[int, int, int]) -> str:
+        """Convert RGB tuple to hex color."""
+        return '#{:02x}{:02x}{:02x}'.format(
+            max(0, min(255, int(rgb[0]))),
+            max(0, min(255, int(rgb[1]))),
+            max(0, min(255, int(rgb[2])))
+        )
+
+    def _get_relative_luminance(self, rgb: Tuple[int, int, int]) -> float:
+        """
+        Calculate relative luminance per WCAG 2.1.
+
+        https://www.w3.org/WAI/GL/wiki/Relative_luminance
+        """
+        def channel_luminance(value: int) -> float:
+            v = value / 255
+            return v / 12.92 if v <= 0.03928 else ((v + 0.055) / 1.055) ** 2.4
+
+        r, g, b = rgb
+        return (
+            0.2126 * channel_luminance(r) +
+            0.7152 * channel_luminance(g) +
+            0.0722 * channel_luminance(b)
+        )
+
+    def _get_contrast_ratio(self, color1: str, color2: str) -> float:
+        """
+        Calculate contrast ratio between two colors per WCAG 2.1.
+
+        Returns ratio between 1:1 and 21:1.
+        """
+        rgb1 = self._hex_to_rgb(color1)
+        rgb2 = self._hex_to_rgb(color2)
+
+        l1 = self._get_relative_luminance(rgb1)
+        l2 = self._get_relative_luminance(rgb2)
+
+        lighter = max(l1, l2)
+        darker = min(l1, l2)
+
+        return (lighter + 0.05) / (darker + 0.05)
+
+    def _simulate_color_blindness(
+        self,
+        hex_color: str,
+        deficiency_type: str
+    ) -> str:
+        """
+        Simulate how a color appears with a specific color blindness type.
+
+        Uses linear RGB transformation approximation.
+        """
+        if deficiency_type not in SIMULATION_MATRICES:
+            return hex_color
+
+        rgb = self._hex_to_rgb(hex_color)
+        matrix = SIMULATION_MATRICES[deficiency_type]["matrix"]
+
+        # Apply transformation matrix
+        r = rgb[0] * matrix[0][0] + rgb[1] * matrix[0][1] + rgb[2] * matrix[0][2]
+        g = rgb[0] * matrix[1][0] + rgb[1] * matrix[1][1] + rgb[2] * matrix[1][2]
+        b = rgb[0] * matrix[2][0] + rgb[1] * matrix[2][1] + rgb[2] * matrix[2][2]
+
+        return self._rgb_to_hex((r, g, b))
+
+    def _get_color_distance(self, color1: str, color2: str) -> float:
+        """
+        Calculate perceptual color distance (CIE76 approximation).
+
+        Returns a value where < 20 means colors may be hard to distinguish.
+        """
+        rgb1 = self._hex_to_rgb(color1)
+        rgb2 = self._hex_to_rgb(color2)
+
+        # Simple Euclidean distance in RGB space (approximation)
+        # For production, should use CIEDE2000
+        return math.sqrt(
+            (rgb1[0] - rgb2[0]) ** 2 +
+            (rgb1[1] - rgb2[1]) ** 2 +
+            (rgb1[2] - rgb2[2]) ** 2
+        )
+
+    async def accessibility_validate_colors(
+        self,
+        colors: List[str],
+        check_types: Optional[List[str]] = None,
+        min_contrast_ratio: float = 4.5
+    ) -> Dict[str, Any]:
+        """
+        Validate a list of colors for accessibility.
+
+        Args:
+            colors: List of hex colors to validate
+            check_types: Color blindness types to check (default: all)
+            min_contrast_ratio: Minimum WCAG contrast ratio (default: 4.5 for AA)
+
+        Returns:
+            Dict with:
+                - issues: List of accessibility issues found
+                - simulations: How colors appear under each deficiency
+                - recommendations: Suggestions for improvement
+                - safe_palettes: Color-blind safe palette suggestions
+        """
+        check_types = check_types or list(SIMULATION_MATRICES.keys())
+        issues = []
+        simulations = {}
+
+        # Normalize colors
+        normalized_colors = [c.upper() if c.startswith('#') else f'#{c.upper()}' for c in colors]
+
+        # Simulate each color blindness type
+        for deficiency in check_types:
+            if deficiency not in SIMULATION_MATRICES:
+                continue
+
+            simulated = [self._simulate_color_blindness(c, deficiency) for c in normalized_colors]
+            simulations[deficiency] = {
+                "original": normalized_colors,
+                "simulated": simulated,
+                "info": SIMULATION_MATRICES[deficiency]
+            }
+
+            # Check if any color pairs become indistinguishable
+            for i in range(len(normalized_colors)):
+                for j in range(i + 1, len(normalized_colors)):
+                    distance = self._get_color_distance(simulated[i], simulated[j])
+                    if distance < 30:  # Threshold for distinguishability
+                        issues.append({
+                            "type": "distinguishability",
+                            "severity": "warning" if distance > 15 else "error",
+                            "colors": [normalized_colors[i], normalized_colors[j]],
+                            "affected_by": [deficiency],
+                            "simulated_colors": [simulated[i], simulated[j]],
+                            "distance": round(distance, 1),
+                            "message": f"Colors may be hard to distinguish for {deficiency} ({SIMULATION_MATRICES[deficiency]['description']})"
+                        })
+
+        # Check contrast ratios against white and black backgrounds
+        for color in normalized_colors:
+            white_contrast = self._get_contrast_ratio(color, "#FFFFFF")
+            black_contrast = self._get_contrast_ratio(color, "#000000")
+
+            if white_contrast < min_contrast_ratio and black_contrast < min_contrast_ratio:
+                issues.append({
+                    "type": "contrast_ratio",
+                    "severity": "error",
+                    "colors": [color],
+                    "white_contrast": round(white_contrast, 2),
+                    "black_contrast": round(black_contrast, 2),
+                    "required": min_contrast_ratio,
+                    "message": f"Insufficient contrast against both white ({white_contrast:.1f}:1) and black ({black_contrast:.1f}:1) backgrounds"
+                })
+
+        # Generate recommendations
+        recommendations = self._generate_recommendations(issues)
+
+        # Calculate overall score
+        error_count = sum(1 for i in issues if i["severity"] == "error")
+        warning_count = sum(1 for i in issues if i["severity"] == "warning")
+
+        if error_count == 0 and warning_count == 0:
+            score = "A"
+        elif error_count == 0 and warning_count <= 2:
+            score = "B"
+        elif error_count <= 2:
+            score = "C"
+        else:
+            score = "D"
+
+        return {
+            "colors_checked": normalized_colors,
+            "overall_score": score,
+            "issue_count": len(issues),
+            "issues": issues,
+            "simulations": simulations,
+            "recommendations": recommendations,
+            "safe_palettes": SAFE_PALETTES
+        }
+
+    async def accessibility_validate_theme(
+        self,
+        theme_name: str
+    ) -> Dict[str, Any]:
+        """
+        Validate a theme's colors for accessibility.
+
+        Args:
+            theme_name: Theme name to validate
+
+        Returns:
+            Dict with accessibility validation results
+        """
+        if not self.theme_store:
+            return {
+                "error": "Theme store not configured",
+                "theme_name": theme_name
+            }
+
+        theme = self.theme_store.get_theme(theme_name)
+        if not theme:
+            available = self.theme_store.list_themes()
+            return {
+                "error": f"Theme '{theme_name}' not found. Available: {available}",
+                "theme_name": theme_name
+            }
+
+        # Extract colors from theme
+        colors = []
+        tokens = theme.get("tokens", {})
+        color_tokens = tokens.get("colors", {})
+
+        def extract_colors(obj, prefix=""):
+            """Recursively extract color values."""
+            if isinstance(obj, str) and (obj.startswith('#') or len(obj) == 6):
+                colors.append(obj if obj.startswith('#') else f'#{obj}')
+            elif isinstance(obj, dict):
+                for key, value in obj.items():
+                    extract_colors(value, f"{prefix}.{key}")
+            elif isinstance(obj, list):
+                for item in obj:
+                    extract_colors(item, prefix)
+
+        extract_colors(color_tokens)
+
+        # Validate extracted colors
+        result = await self.accessibility_validate_colors(colors)
+        result["theme_name"] = theme_name
+
+        # Add theme-specific checks
+        primary = color_tokens.get("primary")
+        background = color_tokens.get("background", {})
+        text = color_tokens.get("text", {})
+
+        if primary and background:
+            bg_color = background.get("base") if isinstance(background, dict) else background
+            if bg_color:
+                contrast = self._get_contrast_ratio(primary, bg_color)
+                if contrast < 4.5:
+                    result["issues"].append({
+                        "type": "primary_contrast",
+                        "severity": "error",
+                        "colors": [primary, bg_color],
+                        "ratio": round(contrast, 2),
+                        "required": 4.5,
+                        "message": f"Primary color has insufficient contrast ({contrast:.1f}:1) against background"
+                    })
+
+        return result
+
+    async def accessibility_suggest_alternative(
+        self,
+        color: str,
+        deficiency_type: str
+    ) -> Dict[str, Any]:
+        """
+        Suggest accessible alternative colors.
+
+        Args:
+            color: Original hex color
+            deficiency_type: Type of color blindness to optimize for
+
+        Returns:
+            Dict with alternative color suggestions
+        """
+        rgb = self._hex_to_rgb(color)
+
+        suggestions = []
+
+        # Suggest shifting hue while maintaining saturation and brightness
+        # For red-green deficiency, shift toward blue or yellow
+        if deficiency_type in ["deuteranopia", "protanopia"]:
+            # Shift toward blue
+            blue_shift = self._rgb_to_hex((
+                max(0, rgb[0] - 50),
+                max(0, rgb[1] - 30),
+                min(255, rgb[2] + 80)
+            ))
+            suggestions.append({
+                "color": blue_shift,
+                "description": "Blue-shifted alternative",
+                "preserves": "approximate brightness"
+            })
+
+            # Shift toward yellow/orange
+            yellow_shift = self._rgb_to_hex((
+                min(255, rgb[0] + 50),
+                min(255, rgb[1] + 30),
+                max(0, rgb[2] - 80)
+            ))
+            suggestions.append({
+                "color": yellow_shift,
+                "description": "Yellow-shifted alternative",
+                "preserves": "approximate brightness"
+            })
+
+        elif deficiency_type == "tritanopia":
+            # For blue-yellow deficiency, shift toward red or green
+            red_shift = self._rgb_to_hex((
+                min(255, rgb[0] + 60),
+                max(0, rgb[1] - 20),
+                max(0, rgb[2] - 40)
+            ))
+            suggestions.append({
+                "color": red_shift,
+                "description": "Red-shifted alternative",
+                "preserves": "approximate brightness"
+            })
+
+        # Add safe palette suggestions
+        for palette_name, palette in SAFE_PALETTES.items():
+            # Find closest color in safe palette
+            min_distance = float('inf')
+            closest = None
+            for safe_color in palette["colors"]:
+                distance = self._get_color_distance(color, safe_color)
+                if distance < min_distance:
+                    min_distance = distance
+                    closest = safe_color
+
+            if closest:
+                suggestions.append({
+                    "color": closest,
+                    "description": f"From {palette['name']} palette",
+                    "palette": palette_name
+                })
+
+        return {
+            "original_color": color,
+            "deficiency_type": deficiency_type,
+            "suggestions": suggestions[:5]  # Limit to 5 suggestions
+        }
+
+    def _generate_recommendations(self, issues: List[Dict[str, Any]]) -> List[str]:
+        """Generate actionable recommendations based on issues."""
+        recommendations = []
+
+        # Check for distinguishability issues
+        distinguishability_issues = [i for i in issues if i["type"] == "distinguishability"]
+        if distinguishability_issues:
+            affected_types = set()
+            for issue in distinguishability_issues:
+                affected_types.update(issue.get("affected_by", []))
+
+            if "deuteranopia" in affected_types or "protanopia" in affected_types:
+                recommendations.append(
+                    "Avoid using red and green as the only differentiators - "
+                    "add patterns, shapes, or labels"
+                )
+
+            recommendations.append(
+                "Consider using a color-blind safe palette like Okabe-Ito or IBM Design"
+            )
+
+        # Check for contrast issues
+        contrast_issues = [i for i in issues if i["type"] in ["contrast_ratio", "primary_contrast"]]
+        if contrast_issues:
+            recommendations.append(
+                "Increase contrast by darkening colors for light backgrounds "
+                "or lightening for dark backgrounds"
+            )
+            recommendations.append(
+                "Use WCAG contrast checker tools to verify text readability"
+            )
+
+        # General recommendations
+        if len(issues) > 0:
+            recommendations.append(
+                "Add secondary visual cues (icons, patterns, labels) "
+                "to not rely solely on color"
+            )
+
+        if not recommendations:
+            recommendations.append(
+                "Color palette appears accessible! Consider adding patterns "
+                "for additional distinguishability"
+            )
+
+        return recommendations

mcp-servers/viz-platform/mcp_server/chart_tools.py

@@ -0,0 +1,533 @@
+"""
+Chart creation tools using Plotly.
+
+Provides tools for creating data visualizations with automatic theme integration.
+"""
+import base64
+import logging
+import os
+from typing import Dict, List, Optional, Any, Union
+
+logger = logging.getLogger(__name__)
+
+# Check for kaleido availability
+KALEIDO_AVAILABLE = False
+try:
+    import kaleido
+    KALEIDO_AVAILABLE = True
+except ImportError:
+    logger.debug("kaleido not installed - chart export will be unavailable")
+
+
+# Default color palette based on Mantine theme
+DEFAULT_COLORS = [
+    "#228be6",  # blue
+    "#40c057",  # green
+    "#fa5252",  # red
+    "#fab005",  # yellow
+    "#7950f2",  # violet
+    "#fd7e14",  # orange
+    "#20c997",  # teal
+    "#f783ac",  # pink
+    "#868e96",  # gray
+    "#15aabf",  # cyan
+]
+
+
+class ChartTools:
+    """
+    Plotly-based chart creation tools.
+
+    Creates charts that integrate with DMC theming system.
+    """
+
+    def __init__(self, theme_store=None):
+        """
+        Initialize chart tools.
+
+        Args:
+            theme_store: Optional ThemeStore for theme token resolution
+        """
+        self.theme_store = theme_store
+        self._active_theme = None
+
+    def set_theme(self, theme: Dict[str, Any]) -> None:
+        """Set the active theme for chart styling."""
+        self._active_theme = theme
+
+    def _get_color_palette(self) -> List[str]:
+        """Get color palette from theme or defaults."""
+        if self._active_theme and 'colors' in self._active_theme:
+            colors = self._active_theme['colors']
+            # Extract primary colors from theme
+            palette = []
+            for key in ['primary', 'secondary', 'success', 'warning', 'error']:
+                if key in colors:
+                    palette.append(colors[key])
+            if palette:
+                return palette + DEFAULT_COLORS[len(palette):]
+        return DEFAULT_COLORS
+
+    def _resolve_color(self, color: Optional[str]) -> str:
+        """Resolve a color token to actual color value."""
+        if not color:
+            return self._get_color_palette()[0]
+
+        # Check if it's a theme token
+        if self._active_theme and 'colors' in self._active_theme:
+            colors = self._active_theme['colors']
+            if color in colors:
+                return colors[color]
+
+        # Check if it's already a valid color
+        if color.startswith('#') or color.startswith('rgb'):
+            return color
+
+        # Map common color names to palette
+        color_map = {
+            'blue': DEFAULT_COLORS[0],
+            'green': DEFAULT_COLORS[1],
+            'red': DEFAULT_COLORS[2],
+            'yellow': DEFAULT_COLORS[3],
+            'violet': DEFAULT_COLORS[4],
+            'orange': DEFAULT_COLORS[5],
+            'teal': DEFAULT_COLORS[6],
+            'pink': DEFAULT_COLORS[7],
+            'gray': DEFAULT_COLORS[8],
+            'cyan': DEFAULT_COLORS[9],
+        }
+        return color_map.get(color, color)
+
+    async def chart_create(
+        self,
+        chart_type: str,
+        data: Dict[str, Any],
+        options: Optional[Dict[str, Any]] = None
+    ) -> Dict[str, Any]:
+        """
+        Create a Plotly chart.
+
+        Args:
+            chart_type: Type of chart (line, bar, scatter, pie, heatmap, histogram, area)
+            data: Data specification with x, y values or labels/values for pie
+            options: Optional chart options (title, color, layout settings)
+
+        Returns:
+            Dict with:
+                - figure: Plotly figure JSON
+                - chart_type: Type of chart created
+                - error: Error message if creation failed
+        """
+        options = options or {}
+
+        # Validate chart type
+        valid_types = ['line', 'bar', 'scatter', 'pie', 'heatmap', 'histogram', 'area']
+        if chart_type not in valid_types:
+            return {
+                "error": f"Invalid chart_type '{chart_type}'. Must be one of: {valid_types}",
+                "chart_type": chart_type,
+                "figure": None
+            }
+
+        try:
+            # Build trace based on chart type
+            trace = self._build_trace(chart_type, data, options)
+            if 'error' in trace:
+                return trace
+
+            # Build layout
+            layout = self._build_layout(options)
+
+            # Create figure structure
+            figure = {
+                "data": [trace],
+                "layout": layout
+            }
+
+            return {
+                "figure": figure,
+                "chart_type": chart_type,
+                "trace_count": 1
+            }
+
+        except Exception as e:
+            logger.error(f"Chart creation failed: {e}")
+            return {
+                "error": str(e),
+                "chart_type": chart_type,
+                "figure": None
+            }
+
+    def _build_trace(
+        self,
+        chart_type: str,
+        data: Dict[str, Any],
+        options: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """Build Plotly trace for the chart type."""
+        color = self._resolve_color(options.get('color'))
+        palette = self._get_color_palette()
+
+        # Common trace properties
+        trace: Dict[str, Any] = {}
+
+        if chart_type == 'line':
+            trace = {
+                "type": "scatter",
+                "mode": "lines+markers",
+                "x": data.get('x', []),
+                "y": data.get('y', []),
+                "line": {"color": color},
+                "marker": {"color": color}
+            }
+            if 'name' in data:
+                trace['name'] = data['name']
+
+        elif chart_type == 'bar':
+            trace = {
+                "type": "bar",
+                "x": data.get('x', []),
+                "y": data.get('y', []),
+                "marker": {"color": color}
+            }
+            if options.get('horizontal'):
+                trace['orientation'] = 'h'
+                trace['x'], trace['y'] = trace['y'], trace['x']
+            if 'name' in data:
+                trace['name'] = data['name']
+
+        elif chart_type == 'scatter':
+            trace = {
+                "type": "scatter",
+                "mode": "markers",
+                "x": data.get('x', []),
+                "y": data.get('y', []),
+                "marker": {
+                    "color": color,
+                    "size": options.get('marker_size', 10)
+                }
+            }
+            if 'size' in data:
+                trace['marker']['size'] = data['size']
+            if 'name' in data:
+                trace['name'] = data['name']
+
+        elif chart_type == 'pie':
+            labels = data.get('labels', data.get('x', []))
+            values = data.get('values', data.get('y', []))
+            trace = {
+                "type": "pie",
+                "labels": labels,
+                "values": values,
+                "marker": {"colors": palette[:len(labels)]}
+            }
+            if options.get('donut'):
+                trace['hole'] = options.get('hole', 0.4)
+
+        elif chart_type == 'heatmap':
+            trace = {
+                "type": "heatmap",
+                "z": data.get('z', data.get('values', [])),
+                "x": data.get('x', []),
+                "y": data.get('y', []),
+                "colorscale": options.get('colorscale', 'Blues')
+            }
+
+        elif chart_type == 'histogram':
+            trace = {
+                "type": "histogram",
+                "x": data.get('x', data.get('values', [])),
+                "marker": {"color": color}
+            }
+            if 'nbins' in options:
+                trace['nbinsx'] = options['nbins']
+
+        elif chart_type == 'area':
+            trace = {
+                "type": "scatter",
+                "mode": "lines",
+                "x": data.get('x', []),
+                "y": data.get('y', []),
+                "fill": "tozeroy",
+                "line": {"color": color},
+                "fillcolor": color.replace(')', ', 0.3)').replace('rgb', 'rgba') if color.startswith('rgb') else color + '4D'
+            }
+            if 'name' in data:
+                trace['name'] = data['name']
+
+        else:
+            return {"error": f"Unsupported chart type: {chart_type}"}
+
+        return trace
+
+    def _build_layout(self, options: Dict[str, Any]) -> Dict[str, Any]:
+        """Build Plotly layout from options."""
+        layout: Dict[str, Any] = {
+            "autosize": True,
+            "margin": {"l": 50, "r": 30, "t": 50, "b": 50}
+        }
+
+        # Title
+        if 'title' in options:
+            layout['title'] = {
+                "text": options['title'],
+                "x": 0.5,
+                "xanchor": "center"
+            }
+
+        # Axis labels
+        if 'x_label' in options:
+            layout['xaxis'] = layout.get('xaxis', {})
+            layout['xaxis']['title'] = options['x_label']
+
+        if 'y_label' in options:
+            layout['yaxis'] = layout.get('yaxis', {})
+            layout['yaxis']['title'] = options['y_label']
+
+        # Theme-based styling
+        if self._active_theme:
+            colors = self._active_theme.get('colors', {})
+            bg = colors.get('background', {})
+
+            if isinstance(bg, dict):
+                layout['paper_bgcolor'] = bg.get('base', '#ffffff')
+                layout['plot_bgcolor'] = bg.get('subtle', '#f8f9fa')
+            elif isinstance(bg, str):
+                layout['paper_bgcolor'] = bg
+                layout['plot_bgcolor'] = bg
+
+            text_color = colors.get('text', {})
+            if isinstance(text_color, dict):
+                layout['font'] = {'color': text_color.get('primary', '#212529')}
+            elif isinstance(text_color, str):
+                layout['font'] = {'color': text_color}
+
+        # Additional layout options
+        if 'showlegend' in options:
+            layout['showlegend'] = options['showlegend']
+
+        if 'height' in options:
+            layout['height'] = options['height']
+
+        if 'width' in options:
+            layout['width'] = options['width']
+
+        return layout
+
+    async def chart_configure_interaction(
+        self,
+        figure: Dict[str, Any],
+        interactions: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """
+        Configure interactions for a chart.
+
+        Args:
+            figure: Plotly figure JSON to modify
+            interactions: Interaction configuration:
+                - hover_template: Custom hover text template
+                - click_data: Enable click data capture
+                - selection: Enable selection (box, lasso)
+                - zoom: Enable/disable zoom
+
+        Returns:
+            Dict with:
+                - figure: Updated figure JSON
+                - interactions_added: List of interactions configured
+                - error: Error message if configuration failed
+        """
+        if not figure or 'data' not in figure:
+            return {
+                "error": "Invalid figure: must contain 'data' key",
+                "figure": figure,
+                "interactions_added": []
+            }
+
+        try:
+            interactions_added = []
+
+            # Process each trace
+            for i, trace in enumerate(figure['data']):
+                # Hover template
+                if 'hover_template' in interactions:
+                    trace['hovertemplate'] = interactions['hover_template']
+                    if i == 0:
+                        interactions_added.append('hover_template')
+
+                # Custom hover info
+                if 'hover_info' in interactions:
+                    trace['hoverinfo'] = interactions['hover_info']
+                    if i == 0:
+                        interactions_added.append('hover_info')
+
+            # Layout-level interactions
+            layout = figure.get('layout', {})
+
+            # Click data (Dash callback integration)
+            if interactions.get('click_data', False):
+                layout['clickmode'] = 'event+select'
+                interactions_added.append('click_data')
+
+            # Selection mode
+            if 'selection' in interactions:
+                sel_mode = interactions['selection']
+                if sel_mode in ['box', 'lasso', 'box+lasso']:
+                    layout['dragmode'] = 'select' if sel_mode == 'box' else sel_mode
+                    interactions_added.append(f'selection:{sel_mode}')
+
+            # Zoom configuration
+            if 'zoom' in interactions:
+                if not interactions['zoom']:
+                    layout['xaxis'] = layout.get('xaxis', {})
+                    layout['yaxis'] = layout.get('yaxis', {})
+                    layout['xaxis']['fixedrange'] = True
+                    layout['yaxis']['fixedrange'] = True
+                    interactions_added.append('zoom:disabled')
+                else:
+                    interactions_added.append('zoom:enabled')
+
+            # Modebar configuration
+            if 'modebar' in interactions:
+                layout['modebar'] = interactions['modebar']
+                interactions_added.append('modebar')
+
+            figure['layout'] = layout
+
+            return {
+                "figure": figure,
+                "interactions_added": interactions_added
+            }
+
+        except Exception as e:
+            logger.error(f"Interaction configuration failed: {e}")
+            return {
+                "error": str(e),
+                "figure": figure,
+                "interactions_added": []
+            }
+
+    async def chart_export(
+        self,
+        figure: Dict[str, Any],
+        format: str = "png",
+        width: Optional[int] = None,
+        height: Optional[int] = None,
+        scale: float = 2.0,
+        output_path: Optional[str] = None
+    ) -> Dict[str, Any]:
+        """
+        Export a Plotly chart to a static image format.
+
+        Args:
+            figure: Plotly figure JSON to export
+            format: Output format - png, svg, or pdf
+            width: Image width in pixels (default: from figure or 1200)
+            height: Image height in pixels (default: from figure or 800)
+            scale: Resolution scale factor (default: 2 for retina)
+            output_path: Optional file path to save the image
+
+        Returns:
+            Dict with:
+                - image_data: Base64-encoded image (if no output_path)
+                - file_path: Path to saved file (if output_path provided)
+                - format: Export format used
+                - dimensions: {width, height, scale}
+                - error: Error message if export failed
+        """
+        # Validate format
+        valid_formats = ['png', 'svg', 'pdf']
+        format = format.lower()
+        if format not in valid_formats:
+            return {
+                "error": f"Invalid format '{format}'. Must be one of: {valid_formats}",
+                "format": format,
+                "image_data": None
+            }
+
+        # Check kaleido availability
+        if not KALEIDO_AVAILABLE:
+            return {
+                "error": "kaleido package not installed. Install with: pip install kaleido",
+                "format": format,
+                "image_data": None,
+                "install_hint": "pip install kaleido"
+            }
+
+        # Validate figure
+        if not figure or 'data' not in figure:
+            return {
+                "error": "Invalid figure: must contain 'data' key",
+                "format": format,
+                "image_data": None
+            }
+
+        try:
+            import plotly.graph_objects as go
+            import plotly.io as pio
+
+            # Create Plotly figure object
+            fig = go.Figure(figure)
+
+            # Determine dimensions
+            layout = figure.get('layout', {})
+            export_width = width or layout.get('width') or 1200
+            export_height = height or layout.get('height') or 800
+
+            # Export to bytes
+            image_bytes = pio.to_image(
+                fig,
+                format=format,
+                width=export_width,
+                height=export_height,
+                scale=scale
+            )
+
+            result = {
+                "format": format,
+                "dimensions": {
+                    "width": export_width,
+                    "height": export_height,
+                    "scale": scale,
+                    "effective_width": int(export_width * scale),
+                    "effective_height": int(export_height * scale)
+                }
+            }
+
+            # Save to file or return base64
+            if output_path:
+                # Ensure directory exists
+                output_dir = os.path.dirname(output_path)
+                if output_dir and not os.path.exists(output_dir):
+                    os.makedirs(output_dir, exist_ok=True)
+
+                # Add extension if missing
+                if not output_path.endswith(f'.{format}'):
+                    output_path = f"{output_path}.{format}"
+
+                with open(output_path, 'wb') as f:
+                    f.write(image_bytes)
+
+                result["file_path"] = output_path
+                result["file_size_bytes"] = len(image_bytes)
+            else:
+                # Return as base64
+                result["image_data"] = base64.b64encode(image_bytes).decode('utf-8')
+                result["data_uri"] = f"data:image/{format};base64,{result['image_data']}"
+
+            return result
+
+        except ImportError as e:
+            logger.error(f"Chart export failed - missing dependency: {e}")
+            return {
+                "error": f"Missing dependency for export: {e}",
+                "format": format,
+                "image_data": None,
+                "install_hint": "pip install plotly kaleido"
+            }
+        except Exception as e:
+            logger.error(f"Chart export failed: {e}")
+            return {
+                "error": str(e),
+                "format": format,
+                "image_data": None
+            }

mcp-servers/viz-platform/mcp_server/component_registry.py

@@ -0,0 +1,301 @@
+"""
+DMC Component Registry for viz-platform.
+
+Provides version-locked component definitions to prevent Claude from
+hallucinating invalid props. Uses static JSON registries pre-generated
+from DMC source.
+"""
+import json
+import logging
+from pathlib import Path
+from typing import Dict, List, Optional, Any
+
+logger = logging.getLogger(__name__)
+
+
+class ComponentRegistry:
+    """
+    Version-locked registry of Dash Mantine Components.
+
+    Loads component definitions from static JSON files and provides
+    lookup methods for validation tools.
+    """
+
+    def __init__(self, dmc_version: Optional[str] = None):
+        """
+        Initialize the component registry.
+
+        Args:
+            dmc_version: Installed DMC version (e.g., "0.14.7").
+                        If None, will try to detect or use fallback.
+        """
+        self.dmc_version = dmc_version
+        self.registry_dir = Path(__file__).parent.parent / 'registry'
+        self.components: Dict[str, Dict[str, Any]] = {}
+        self.categories: Dict[str, List[str]] = {}
+        self.loaded_version: Optional[str] = None
+
+    def load(self) -> bool:
+        """
+        Load the component registry for the configured DMC version.
+
+        Returns:
+            True if registry loaded successfully, False otherwise
+        """
+        registry_file = self._find_registry_file()
+
+        if not registry_file:
+            logger.warning(
+                f"No registry found for DMC {self.dmc_version}. "
+                "Component validation will be limited."
+            )
+            return False
+
+        try:
+            with open(registry_file, 'r') as f:
+                data = json.load(f)
+
+            self.loaded_version = data.get('version')
+            self.components = data.get('components', {})
+            self.categories = data.get('categories', {})
+
+            logger.info(
+                f"Loaded component registry v{self.loaded_version} "
+                f"with {len(self.components)} components"
+            )
+            return True
+
+        except Exception as e:
+            logger.error(f"Failed to load registry: {e}")
+            return False
+
+    def _find_registry_file(self) -> Optional[Path]:
+        """
+        Find the best matching registry file for the DMC version.
+
+        Strategy:
+        1. Exact major.minor match (e.g., dmc_0_14.json for 0.14.7)
+        2. Fallback to latest available registry
+
+        Returns:
+            Path to registry file, or None if not found
+        """
+        if not self.registry_dir.exists():
+            logger.warning(f"Registry directory not found: {self.registry_dir}")
+            return None
+
+        # Try exact major.minor match
+        if self.dmc_version:
+            parts = self.dmc_version.split('.')
+            if len(parts) >= 2:
+                major_minor = f"{parts[0]}_{parts[1]}"
+                exact_match = self.registry_dir / f"dmc_{major_minor}.json"
+                if exact_match.exists():
+                    return exact_match
+
+        # Fallback: find latest registry
+        registry_files = list(self.registry_dir.glob("dmc_*.json"))
+        if registry_files:
+            # Sort by version and return latest
+            registry_files.sort(reverse=True)
+            fallback = registry_files[0]
+            if self.dmc_version:
+                logger.warning(
+                    f"No exact match for DMC {self.dmc_version}, "
+                    f"using fallback: {fallback.name}"
+                )
+            return fallback
+
+        return None
+
+    def get_component(self, name: str) -> Optional[Dict[str, Any]]:
+        """
+        Get component definition by name.
+
+        Args:
+            name: Component name (e.g., "Button", "TextInput")
+
+        Returns:
+            Component definition dict, or None if not found
+        """
+        return self.components.get(name)
+
+    def get_component_props(self, name: str) -> Optional[Dict[str, Any]]:
+        """
+        Get props schema for a component.
+
+        Args:
+            name: Component name
+
+        Returns:
+            Props dict with type info, or None if component not found
+        """
+        component = self.get_component(name)
+        if component:
+            return component.get('props', {})
+        return None
+
+    def list_components(self, category: Optional[str] = None) -> Dict[str, List[str]]:
+        """
+        List available components, optionally filtered by category.
+
+        Args:
+            category: Optional category filter (e.g., "inputs", "buttons")
+
+        Returns:
+            Dict of category -> component names
+        """
+        if category:
+            if category in self.categories:
+                return {category: self.categories[category]}
+            return {}
+        return self.categories
+
+    def get_categories(self) -> List[str]:
+        """
+        Get list of available component categories.
+
+        Returns:
+            List of category names
+        """
+        return list(self.categories.keys())
+
+    def validate_prop(
+        self,
+        component: str,
+        prop_name: str,
+        prop_value: Any
+    ) -> Dict[str, Any]:
+        """
+        Validate a single prop value against the registry.
+
+        Args:
+            component: Component name
+            prop_name: Prop name
+            prop_value: Value to validate
+
+        Returns:
+            Dict with valid: bool, error: Optional[str]
+        """
+        props = self.get_component_props(component)
+        if props is None:
+            return {
+                'valid': False,
+                'error': f"Unknown component: {component}"
+            }
+
+        if prop_name not in props:
+            # Check for similar prop names (typo detection)
+            similar = self._find_similar_props(prop_name, props.keys())
+            if similar:
+                return {
+                    'valid': False,
+                    'error': f"Unknown prop '{prop_name}' for {component}. Did you mean '{similar}'?"
+                }
+            return {
+                'valid': False,
+                'error': f"Unknown prop '{prop_name}' for {component}"
+            }
+
+        prop_schema = props[prop_name]
+        return self._validate_value(prop_value, prop_schema, prop_name)
+
+    def _validate_value(
+        self,
+        value: Any,
+        schema: Dict[str, Any],
+        prop_name: str
+    ) -> Dict[str, Any]:
+        """
+        Validate a value against a prop schema.
+
+        Args:
+            value: Value to validate
+            schema: Prop schema from registry
+            prop_name: Prop name (for error messages)
+
+        Returns:
+            Dict with valid: bool, error: Optional[str]
+        """
+        prop_type = schema.get('type', 'any')
+
+        # Any type always valid
+        if prop_type == 'any':
+            return {'valid': True}
+
+        # Check enum values
+        if 'enum' in schema:
+            if value not in schema['enum']:
+                return {
+                    'valid': False,
+                    'error': f"Prop '{prop_name}' expects one of {schema['enum']}, got '{value}'"
+                }
+            return {'valid': True}
+
+        # Type checking
+        type_checks = {
+            'string': lambda v: isinstance(v, str),
+            'number': lambda v: isinstance(v, (int, float)),
+            'integer': lambda v: isinstance(v, int),
+            'boolean': lambda v: isinstance(v, bool),
+            'array': lambda v: isinstance(v, list),
+            'object': lambda v: isinstance(v, dict),
+        }
+
+        checker = type_checks.get(prop_type)
+        if checker and not checker(value):
+            return {
+                'valid': False,
+                'error': f"Prop '{prop_name}' expects type '{prop_type}', got '{type(value).__name__}'"
+            }
+
+        return {'valid': True}
+
+    def _find_similar_props(
+        self,
+        prop_name: str,
+        available_props: List[str]
+    ) -> Optional[str]:
+        """
+        Find a similar prop name for typo suggestions.
+
+        Uses simple edit distance heuristic.
+
+        Args:
+            prop_name: The (possibly misspelled) prop name
+            available_props: List of valid prop names
+
+        Returns:
+            Most similar prop name, or None if no close match
+        """
+        prop_lower = prop_name.lower()
+
+        for prop in available_props:
+            # Exact match after lowercase
+            if prop.lower() == prop_lower:
+                return prop
+            # Common typos: extra/missing letter
+            if abs(len(prop) - len(prop_name)) == 1:
+                if prop_lower.startswith(prop.lower()[:3]):
+                    return prop
+
+        return None
+
+    def is_loaded(self) -> bool:
+        """Check if registry is loaded."""
+        return len(self.components) > 0
+
+
+def load_registry(dmc_version: Optional[str] = None) -> ComponentRegistry:
+    """
+    Convenience function to load and return a component registry.
+
+    Args:
+        dmc_version: Optional DMC version string
+
+    Returns:
+        Loaded ComponentRegistry instance
+    """
+    registry = ComponentRegistry(dmc_version)
+    registry.load()
+    return registry

mcp-servers/viz-platform/mcp_server/config.py

@@ -0,0 +1,172 @@
+"""
+Configuration loader for viz-platform MCP Server.
+
+Implements hybrid configuration system:
+- System-level: ~/.config/claude/viz-platform.env (theme preferences)
+- Project-level: .env (DMC version overrides)
+- Auto-detection: DMC package version from installed package
+"""
+from pathlib import Path
+from dotenv import load_dotenv
+import os
+import logging
+from typing import Dict, Optional
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+
+class VizPlatformConfig:
+    """Hybrid configuration loader for viz-platform tools"""
+
+    def __init__(self):
+        self.dmc_version: Optional[str] = None
+        self.theme_dir_user: Path = Path.home() / '.config' / 'claude' / 'themes'
+        self.theme_dir_project: Optional[Path] = None
+        self.default_theme: Optional[str] = None
+
+    def load(self) -> Dict[str, any]:
+        """
+        Load configuration from system and project levels.
+
+        Returns:
+            Dict containing dmc_version, theme directories, and availability flags
+        """
+        # Load system config
+        system_config = Path.home() / '.config' / 'claude' / 'viz-platform.env'
+        if system_config.exists():
+            load_dotenv(system_config)
+            logger.info(f"Loaded system configuration from {system_config}")
+
+        # Find project directory
+        project_dir = self._find_project_directory()
+
+        # Load project config (overrides system)
+        if project_dir:
+            project_config = project_dir / '.env'
+            if project_config.exists():
+                load_dotenv(project_config, override=True)
+                logger.info(f"Loaded project configuration from {project_config}")
+
+            # Set project theme directory
+            self.theme_dir_project = project_dir / '.viz-platform' / 'themes'
+
+        # Get DMC version (from env or auto-detect)
+        self.dmc_version = os.getenv('DMC_VERSION') or self._detect_dmc_version()
+        self.default_theme = os.getenv('VIZ_DEFAULT_THEME')
+
+        # Ensure user theme directory exists
+        self.theme_dir_user.mkdir(parents=True, exist_ok=True)
+
+        return {
+            'dmc_version': self.dmc_version,
+            'dmc_available': self.dmc_version is not None,
+            'theme_dir_user': str(self.theme_dir_user),
+            'theme_dir_project': str(self.theme_dir_project) if self.theme_dir_project else None,
+            'default_theme': self.default_theme,
+            'project_dir': str(project_dir) if project_dir else None
+        }
+
+    def _detect_dmc_version(self) -> Optional[str]:
+        """
+        Auto-detect installed Dash Mantine Components version.
+
+        Returns:
+            Version string (e.g., "0.14.7") or None if not installed
+        """
+        try:
+            from importlib.metadata import version
+            dmc_version = version('dash-mantine-components')
+            logger.info(f"Detected DMC version: {dmc_version}")
+            return dmc_version
+        except ImportError:
+            logger.warning("dash-mantine-components not installed - using registry fallback")
+            return None
+        except Exception as e:
+            logger.warning(f"Could not detect DMC version: {e}")
+            return None
+
+    def _find_project_directory(self) -> Optional[Path]:
+        """
+        Find the user's project directory.
+
+        Returns:
+            Path to project directory, or None if not found
+        """
+        # Strategy 1: Check CLAUDE_PROJECT_DIR environment variable
+        project_dir = os.getenv('CLAUDE_PROJECT_DIR')
+        if project_dir:
+            path = Path(project_dir)
+            if path.exists():
+                logger.info(f"Found project directory from CLAUDE_PROJECT_DIR: {path}")
+                return path
+
+        # Strategy 2: Check PWD
+        pwd = os.getenv('PWD')
+        if pwd:
+            path = Path(pwd)
+            if path.exists() and (
+                (path / '.git').exists() or
+                (path / '.env').exists() or
+                (path / '.viz-platform').exists()
+            ):
+                logger.info(f"Found project directory from PWD: {path}")
+                return path
+
+        # Strategy 3: Check current working directory
+        cwd = Path.cwd()
+        if (cwd / '.git').exists() or (cwd / '.env').exists() or (cwd / '.viz-platform').exists():
+            logger.info(f"Found project directory from cwd: {cwd}")
+            return cwd
+
+        logger.debug("Could not determine project directory")
+        return None
+
+
+def load_config() -> Dict[str, any]:
+    """
+    Convenience function to load configuration.
+
+    Returns:
+        Configuration dictionary
+    """
+    config = VizPlatformConfig()
+    return config.load()
+
+
+def check_dmc_version() -> Dict[str, any]:
+    """
+    Check DMC installation status for SessionStart hook.
+
+    Returns:
+        Dict with installation status and version info
+    """
+    config = load_config()
+
+    if not config.get('dmc_available'):
+        return {
+            'installed': False,
+            'message': 'dash-mantine-components not installed. Run: pip install dash-mantine-components'
+        }
+
+    version = config.get('dmc_version', 'unknown')
+
+    # Check for registry compatibility
+    registry_path = Path(__file__).parent.parent / 'registry'
+    major_minor = '.'.join(version.split('.')[:2]) if version else None
+    registry_file = registry_path / f'dmc_{major_minor.replace(".", "_")}.json' if major_minor else None
+
+    if registry_file and registry_file.exists():
+        return {
+            'installed': True,
+            'version': version,
+            'registry_available': True,
+            'message': f'DMC {version} ready with component registry'
+        }
+    else:
+        return {
+            'installed': True,
+            'version': version,
+            'registry_available': False,
+            'message': f'DMC {version} installed but no matching registry. Validation may be limited.'
+        }

mcp-servers/viz-platform/mcp_server/dmc_tools.py

@@ -0,0 +1,306 @@
+"""
+DMC (Dash Mantine Components) validation tools.
+
+Provides component constraint layer to prevent Claude from hallucinating invalid props.
+"""
+import logging
+from typing import Dict, List, Optional, Any
+
+from .component_registry import ComponentRegistry
+
+logger = logging.getLogger(__name__)
+
+
+class DMCTools:
+    """
+    DMC component validation tools.
+
+    These tools provide the "constraint layer" that validates component usage
+    against a version-locked registry of DMC components.
+    """
+
+    def __init__(self, registry: Optional[ComponentRegistry] = None):
+        """
+        Initialize DMC tools with component registry.
+
+        Args:
+            registry: ComponentRegistry instance. If None, creates one.
+        """
+        self.registry = registry
+        self._initialized = False
+
+    def initialize(self, dmc_version: Optional[str] = None) -> bool:
+        """
+        Initialize the registry if not already provided.
+
+        Args:
+            dmc_version: DMC version to load registry for
+
+        Returns:
+            True if initialized successfully
+        """
+        if self.registry is None:
+            self.registry = ComponentRegistry(dmc_version)
+
+        if not self.registry.is_loaded():
+            self.registry.load()
+
+        self._initialized = self.registry.is_loaded()
+        return self._initialized
+
+    async def list_components(
+        self,
+        category: Optional[str] = None
+    ) -> Dict[str, Any]:
+        """
+        List available DMC components, optionally filtered by category.
+
+        Args:
+            category: Optional category filter (e.g., "inputs", "buttons", "navigation")
+
+        Returns:
+            Dict with:
+                - components: Dict[category -> [component names]]
+                - categories: List of available categories
+                - version: Loaded DMC registry version
+                - total_count: Total number of components
+        """
+        if not self._initialized:
+            return {
+                "error": "Registry not initialized",
+                "components": {},
+                "categories": [],
+                "version": None,
+                "total_count": 0
+            }
+
+        components = self.registry.list_components(category)
+        all_categories = self.registry.get_categories()
+
+        # Count total components
+        total = sum(len(comps) for comps in components.values())
+
+        return {
+            "components": components,
+            "categories": all_categories if not category else [category],
+            "version": self.registry.loaded_version,
+            "total_count": total
+        }
+
+    async def get_component_props(self, component: str) -> Dict[str, Any]:
+        """
+        Get props schema for a specific component.
+
+        Args:
+            component: Component name (e.g., "Button", "TextInput")
+
+        Returns:
+            Dict with:
+                - component: Component name
+                - description: Component description
+                - props: Dict of prop name -> {type, default, enum, description}
+                - prop_count: Number of props
+                - required: List of required prop names
+            Or error dict if component not found
+        """
+        if not self._initialized:
+            return {
+                "error": "Registry not initialized",
+                "component": component,
+                "props": {},
+                "prop_count": 0
+            }
+
+        comp_def = self.registry.get_component(component)
+        if not comp_def:
+            # Try to suggest similar component name
+            similar = self._find_similar_component(component)
+            error_msg = f"Component '{component}' not found in registry"
+            if similar:
+                error_msg += f". Did you mean '{similar}'?"
+
+            return {
+                "error": error_msg,
+                "component": component,
+                "props": {},
+                "prop_count": 0
+            }
+
+        props = comp_def.get('props', {})
+
+        # Extract required props
+        required = [
+            name for name, schema in props.items()
+            if schema.get('required', False)
+        ]
+
+        return {
+            "component": component,
+            "description": comp_def.get('description', ''),
+            "props": props,
+            "prop_count": len(props),
+            "required": required,
+            "version": self.registry.loaded_version
+        }
+
+    async def validate_component(
+        self,
+        component: str,
+        props: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """
+        Validate component props against registry.
+
+        Args:
+            component: Component name
+            props: Props dict to validate
+
+        Returns:
+            Dict with:
+                - valid: bool - True if all props are valid
+                - errors: List of error messages
+                - warnings: List of warning messages
+                - validated_props: Number of props validated
+                - component: Component name for reference
+        """
+        if not self._initialized:
+            return {
+                "valid": False,
+                "errors": ["Registry not initialized"],
+                "warnings": [],
+                "validated_props": 0,
+                "component": component
+            }
+
+        errors: List[str] = []
+        warnings: List[str] = []
+
+        # Check if component exists
+        comp_def = self.registry.get_component(component)
+        if not comp_def:
+            similar = self._find_similar_component(component)
+            error_msg = f"Unknown component: {component}"
+            if similar:
+                error_msg += f". Did you mean '{similar}'?"
+            errors.append(error_msg)
+
+            return {
+                "valid": False,
+                "errors": errors,
+                "warnings": warnings,
+                "validated_props": 0,
+                "component": component
+            }
+
+        comp_props = comp_def.get('props', {})
+
+        # Check for required props
+        for prop_name, prop_schema in comp_props.items():
+            if prop_schema.get('required', False) and prop_name not in props:
+                errors.append(f"Missing required prop: '{prop_name}'")
+
+        # Validate each provided prop
+        for prop_name, prop_value in props.items():
+            # Skip special props that are always allowed
+            if prop_name in ('id', 'children', 'className', 'style', 'key'):
+                continue
+
+            result = self.registry.validate_prop(component, prop_name, prop_value)
+
+            if not result.get('valid', True):
+                error = result.get('error', f"Invalid prop: {prop_name}")
+                # Distinguish between typos/unknown props and type errors
+                if "Unknown prop" in error:
+                    errors.append(f"❌ {error}")
+                elif "expects one of" in error:
+                    errors.append(f"❌ {error}")
+                elif "expects type" in error:
+                    warnings.append(f"⚠️ {error}")
+                else:
+                    errors.append(f"❌ {error}")
+
+        # Check for props that exist but might have common mistakes
+        self._check_common_mistakes(component, props, warnings)
+
+        return {
+            "valid": len(errors) == 0,
+            "errors": errors,
+            "warnings": warnings,
+            "validated_props": len(props),
+            "component": component,
+            "version": self.registry.loaded_version
+        }
+
+    def _find_similar_component(self, component: str) -> Optional[str]:
+        """
+        Find a similar component name for suggestions.
+
+        Args:
+            component: The (possibly misspelled) component name
+
+        Returns:
+            Similar component name, or None if no close match
+        """
+        if not self.registry:
+            return None
+
+        comp_lower = component.lower()
+        all_components = []
+        for comps in self.registry.categories.values():
+            all_components.extend(comps)
+
+        for comp in all_components:
+            # Exact match after lowercase
+            if comp.lower() == comp_lower:
+                return comp
+            # Check if it's a prefix match
+            if comp.lower().startswith(comp_lower) or comp_lower.startswith(comp.lower()):
+                return comp
+            # Check for common typos
+            if abs(len(comp) - len(component)) <= 2:
+                if comp_lower[:4] == comp.lower()[:4]:
+                    return comp
+
+        return None
+
+    def _check_common_mistakes(
+        self,
+        component: str,
+        props: Dict[str, Any],
+        warnings: List[str]
+    ) -> None:
+        """
+        Check for common prop usage mistakes and add warnings.
+
+        Args:
+            component: Component name
+            props: Props being used
+            warnings: List to append warnings to
+        """
+        # Common mistake: using 'onclick' instead of callback pattern
+        if 'onclick' in [p.lower() for p in props.keys()]:
+            warnings.append(
+                "⚠️ Dash uses callback patterns, not inline event handlers. "
+                "Use 'n_clicks' prop with a callback instead."
+            )
+
+        # Common mistake: using 'class' instead of 'className'
+        if 'class' in props:
+            warnings.append(
+                "⚠️ Use 'className' instead of 'class' for CSS classes."
+            )
+
+        # Button-specific checks
+        if component == 'Button':
+            if 'href' in props and 'component' not in props:
+                warnings.append(
+                    "⚠️ Button with 'href' should also set 'component=\"a\"' for proper anchor behavior."
+                )
+
+        # Input-specific checks
+        if 'Input' in component:
+            if 'value' in props and 'onChange' in [p for p in props.keys()]:
+                warnings.append(
+                    "⚠️ Dash uses 'value' prop with callbacks, not 'onChange'. "
+                    "The value updates automatically through Dash callbacks."
+                )

mcp-servers/viz-platform/mcp_server/layout_tools.py

@@ -0,0 +1,553 @@
+"""
+Layout composition tools for dashboard building.
+
+Provides tools for creating structured layouts with grids, filters, and sections.
+"""
+import logging
+from typing import Dict, List, Optional, Any
+from uuid import uuid4
+
+logger = logging.getLogger(__name__)
+
+
+# Standard responsive breakpoints (Mantine/Bootstrap-aligned)
+DEFAULT_BREAKPOINTS = {
+    "xs": {
+        "min_width": "0px",
+        "max_width": "575px",
+        "cols": 1,
+        "spacing": "xs",
+        "description": "Extra small devices (phones, portrait)"
+    },
+    "sm": {
+        "min_width": "576px",
+        "max_width": "767px",
+        "cols": 2,
+        "spacing": "sm",
+        "description": "Small devices (phones, landscape)"
+    },
+    "md": {
+        "min_width": "768px",
+        "max_width": "991px",
+        "cols": 6,
+        "spacing": "md",
+        "description": "Medium devices (tablets)"
+    },
+    "lg": {
+        "min_width": "992px",
+        "max_width": "1199px",
+        "cols": 12,
+        "spacing": "md",
+        "description": "Large devices (desktops)"
+    },
+    "xl": {
+        "min_width": "1200px",
+        "max_width": None,
+        "cols": 12,
+        "spacing": "lg",
+        "description": "Extra large devices (large desktops)"
+    }
+}
+
+
+# Layout templates
+TEMPLATES = {
+    "dashboard": {
+        "sections": ["header", "filters", "main", "footer"],
+        "default_grid": {"cols": 12, "spacing": "md"},
+        "description": "Standard dashboard with header, filters, main content, and footer"
+    },
+    "report": {
+        "sections": ["title", "summary", "content", "appendix"],
+        "default_grid": {"cols": 1, "spacing": "lg"},
+        "description": "Report layout with title, summary, and content sections"
+    },
+    "form": {
+        "sections": ["header", "fields", "actions"],
+        "default_grid": {"cols": 2, "spacing": "md"},
+        "description": "Form layout with header, fields, and action buttons"
+    },
+    "blank": {
+        "sections": ["main"],
+        "default_grid": {"cols": 12, "spacing": "md"},
+        "description": "Blank canvas for custom layouts"
+    }
+}
+
+
+# Filter type definitions
+FILTER_TYPES = {
+    "dropdown": {
+        "component": "Select",
+        "props": ["label", "data", "placeholder", "clearable", "searchable", "value"]
+    },
+    "multi_select": {
+        "component": "MultiSelect",
+        "props": ["label", "data", "placeholder", "clearable", "searchable", "value"]
+    },
+    "date_range": {
+        "component": "DateRangePicker",
+        "props": ["label", "placeholder", "value", "minDate", "maxDate"]
+    },
+    "date": {
+        "component": "DatePicker",
+        "props": ["label", "placeholder", "value", "minDate", "maxDate"]
+    },
+    "search": {
+        "component": "TextInput",
+        "props": ["label", "placeholder", "value", "icon"]
+    },
+    "checkbox_group": {
+        "component": "CheckboxGroup",
+        "props": ["label", "children", "value"]
+    },
+    "radio_group": {
+        "component": "RadioGroup",
+        "props": ["label", "children", "value"]
+    },
+    "slider": {
+        "component": "Slider",
+        "props": ["label", "min", "max", "step", "value", "marks"]
+    },
+    "range_slider": {
+        "component": "RangeSlider",
+        "props": ["label", "min", "max", "step", "value", "marks"]
+    }
+}
+
+
+class LayoutTools:
+    """
+    Dashboard layout composition tools.
+
+    Creates layouts that map to DMC Grid and AppShell components.
+    """
+
+    def __init__(self):
+        """Initialize layout tools."""
+        self._layouts: Dict[str, Dict[str, Any]] = {}
+
+    async def layout_create(
+        self,
+        name: str,
+        template: Optional[str] = None
+    ) -> Dict[str, Any]:
+        """
+        Create a new layout container.
+
+        Args:
+            name: Unique name for the layout
+            template: Optional template (dashboard, report, form, blank)
+
+        Returns:
+            Dict with:
+                - layout_ref: Reference to use in other tools
+                - template: Template used
+                - sections: Available sections
+                - grid: Default grid configuration
+        """
+        # Validate template
+        template = template or "blank"
+        if template not in TEMPLATES:
+            return {
+                "error": f"Invalid template '{template}'. Must be one of: {list(TEMPLATES.keys())}",
+                "layout_ref": None
+            }
+
+        # Check for name collision
+        if name in self._layouts:
+            return {
+                "error": f"Layout '{name}' already exists. Use a different name or modify existing.",
+                "layout_ref": name
+            }
+
+        template_config = TEMPLATES[template]
+
+        # Create layout structure
+        layout = {
+            "id": str(uuid4()),
+            "name": name,
+            "template": template,
+            "sections": {section: {"items": []} for section in template_config["sections"]},
+            "grid": template_config["default_grid"].copy(),
+            "filters": [],
+            "metadata": {
+                "description": template_config["description"]
+            }
+        }
+
+        self._layouts[name] = layout
+
+        return {
+            "layout_ref": name,
+            "template": template,
+            "sections": template_config["sections"],
+            "grid": layout["grid"],
+            "description": template_config["description"]
+        }
+
+    async def layout_add_filter(
+        self,
+        layout_ref: str,
+        filter_type: str,
+        options: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """
+        Add a filter control to a layout.
+
+        Args:
+            layout_ref: Layout name to add filter to
+            filter_type: Type of filter (dropdown, date_range, search, checkbox_group, etc.)
+            options: Filter options (label, data for dropdown, placeholder, position)
+
+        Returns:
+            Dict with:
+                - filter_id: Unique ID for the filter
+                - component: DMC component that will be used
+                - props: Props that were set
+                - position: Where filter was placed
+        """
+        # Validate layout exists
+        if layout_ref not in self._layouts:
+            return {
+                "error": f"Layout '{layout_ref}' not found. Create it first with layout_create.",
+                "filter_id": None
+            }
+
+        # Validate filter type
+        if filter_type not in FILTER_TYPES:
+            return {
+                "error": f"Invalid filter_type '{filter_type}'. Must be one of: {list(FILTER_TYPES.keys())}",
+                "filter_id": None
+            }
+
+        filter_config = FILTER_TYPES[filter_type]
+        layout = self._layouts[layout_ref]
+
+        # Generate filter ID
+        filter_id = f"filter_{filter_type}_{len(layout['filters'])}"
+
+        # Extract relevant props
+        props = {"id": filter_id}
+        for prop in filter_config["props"]:
+            if prop in options:
+                props[prop] = options[prop]
+
+        # Determine position
+        position = options.get("position", "filters")
+        if position not in layout["sections"]:
+            # Default to first available section
+            position = list(layout["sections"].keys())[0]
+
+        # Create filter definition
+        filter_def = {
+            "id": filter_id,
+            "type": filter_type,
+            "component": filter_config["component"],
+            "props": props,
+            "position": position
+        }
+
+        layout["filters"].append(filter_def)
+        layout["sections"][position]["items"].append({
+            "type": "filter",
+            "ref": filter_id
+        })
+
+        return {
+            "filter_id": filter_id,
+            "component": filter_config["component"],
+            "props": props,
+            "position": position,
+            "layout_ref": layout_ref
+        }
+
+    async def layout_set_grid(
+        self,
+        layout_ref: str,
+        grid: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """
+        Configure the grid system for a layout.
+
+        Args:
+            layout_ref: Layout name to configure
+            grid: Grid configuration:
+                - cols: Number of columns (default 12)
+                - spacing: Gap between items (xs, sm, md, lg, xl)
+                - breakpoints: Responsive breakpoints {xs: cols, sm: cols, ...}
+                - gutter: Gutter size
+
+        Returns:
+            Dict with:
+                - grid: Updated grid configuration
+                - layout_ref: Layout reference
+        """
+        # Validate layout exists
+        if layout_ref not in self._layouts:
+            return {
+                "error": f"Layout '{layout_ref}' not found. Create it first with layout_create.",
+                "grid": None
+            }
+
+        layout = self._layouts[layout_ref]
+
+        # Validate spacing if provided
+        valid_spacing = ["xs", "sm", "md", "lg", "xl"]
+        if "spacing" in grid and grid["spacing"] not in valid_spacing:
+            return {
+                "error": f"Invalid spacing '{grid['spacing']}'. Must be one of: {valid_spacing}",
+                "grid": layout["grid"]
+            }
+
+        # Validate cols
+        if "cols" in grid:
+            cols = grid["cols"]
+            if not isinstance(cols, int) or cols < 1 or cols > 24:
+                return {
+                    "error": f"Invalid cols '{cols}'. Must be integer between 1 and 24.",
+                    "grid": layout["grid"]
+                }
+
+        # Update grid configuration
+        layout["grid"].update(grid)
+
+        # Process breakpoints if provided
+        if "breakpoints" in grid:
+            bp = grid["breakpoints"]
+            layout["grid"]["breakpoints"] = bp
+
+        return {
+            "grid": layout["grid"],
+            "layout_ref": layout_ref
+        }
+
+    async def layout_get(self, layout_ref: str) -> Dict[str, Any]:
+        """
+        Get a layout's full configuration.
+
+        Args:
+            layout_ref: Layout name to retrieve
+
+        Returns:
+            Full layout configuration or error
+        """
+        if layout_ref not in self._layouts:
+            return {
+                "error": f"Layout '{layout_ref}' not found.",
+                "layout": None
+            }
+
+        layout = self._layouts[layout_ref]
+
+        return {
+            "layout": layout,
+            "filter_count": len(layout["filters"]),
+            "sections": list(layout["sections"].keys())
+        }
+
+    async def layout_add_section(
+        self,
+        layout_ref: str,
+        section_name: str,
+        position: Optional[int] = None
+    ) -> Dict[str, Any]:
+        """
+        Add a custom section to a layout.
+
+        Args:
+            layout_ref: Layout name
+            section_name: Name for the new section
+            position: Optional position index (appends if not specified)
+
+        Returns:
+            Dict with sections list and the new section name
+        """
+        if layout_ref not in self._layouts:
+            return {
+                "error": f"Layout '{layout_ref}' not found.",
+                "sections": []
+            }
+
+        layout = self._layouts[layout_ref]
+
+        if section_name in layout["sections"]:
+            return {
+                "error": f"Section '{section_name}' already exists.",
+                "sections": list(layout["sections"].keys())
+            }
+
+        # Add new section
+        layout["sections"][section_name] = {"items": []}
+
+        return {
+            "section_name": section_name,
+            "sections": list(layout["sections"].keys()),
+            "layout_ref": layout_ref
+        }
+
+    def get_available_templates(self) -> Dict[str, Any]:
+        """Get list of available layout templates."""
+        return {
+            name: {
+                "sections": config["sections"],
+                "description": config["description"]
+            }
+            for name, config in TEMPLATES.items()
+        }
+
+    def get_available_filter_types(self) -> Dict[str, Any]:
+        """Get list of available filter types."""
+        return {
+            name: {
+                "component": config["component"],
+                "props": config["props"]
+            }
+            for name, config in FILTER_TYPES.items()
+        }
+
+    async def layout_set_breakpoints(
+        self,
+        layout_ref: str,
+        breakpoints: Dict[str, Dict[str, Any]],
+        mobile_first: bool = True
+    ) -> Dict[str, Any]:
+        """
+        Configure responsive breakpoints for a layout.
+
+        Args:
+            layout_ref: Layout name to configure
+            breakpoints: Breakpoint configuration dict:
+                {
+                    "xs": {"cols": 1, "spacing": "xs"},
+                    "sm": {"cols": 2, "spacing": "sm"},
+                    "md": {"cols": 6, "spacing": "md"},
+                    "lg": {"cols": 12, "spacing": "md"},
+                    "xl": {"cols": 12, "spacing": "lg"}
+                }
+            mobile_first: If True, use min-width media queries (default)
+
+        Returns:
+            Dict with:
+                - breakpoints: Complete breakpoint configuration
+                - css_media_queries: Generated CSS media queries
+                - mobile_first: Whether mobile-first approach is used
+        """
+        # Validate layout exists
+        if layout_ref not in self._layouts:
+            return {
+                "error": f"Layout '{layout_ref}' not found. Create it first with layout_create.",
+                "breakpoints": None
+            }
+
+        layout = self._layouts[layout_ref]
+
+        # Validate breakpoint names
+        valid_breakpoints = ["xs", "sm", "md", "lg", "xl"]
+        for bp_name in breakpoints.keys():
+            if bp_name not in valid_breakpoints:
+                return {
+                    "error": f"Invalid breakpoint '{bp_name}'. Must be one of: {valid_breakpoints}",
+                    "breakpoints": layout.get("breakpoints")
+                }
+
+        # Merge with defaults
+        merged_breakpoints = {}
+        for bp_name in valid_breakpoints:
+            default = DEFAULT_BREAKPOINTS[bp_name].copy()
+            if bp_name in breakpoints:
+                default.update(breakpoints[bp_name])
+            merged_breakpoints[bp_name] = default
+
+        # Validate spacing values
+        valid_spacing = ["xs", "sm", "md", "lg", "xl"]
+        for bp_name, bp_config in merged_breakpoints.items():
+            if "spacing" in bp_config and bp_config["spacing"] not in valid_spacing:
+                return {
+                    "error": f"Invalid spacing '{bp_config['spacing']}' for breakpoint '{bp_name}'. Must be one of: {valid_spacing}",
+                    "breakpoints": layout.get("breakpoints")
+                }
+
+        # Validate column counts
+        for bp_name, bp_config in merged_breakpoints.items():
+            if "cols" in bp_config:
+                cols = bp_config["cols"]
+                if not isinstance(cols, int) or cols < 1 or cols > 24:
+                    return {
+                        "error": f"Invalid cols '{cols}' for breakpoint '{bp_name}'. Must be integer between 1 and 24.",
+                        "breakpoints": layout.get("breakpoints")
+                    }
+
+        # Generate CSS media queries
+        css_queries = self._generate_media_queries(merged_breakpoints, mobile_first)
+
+        # Store in layout
+        layout["breakpoints"] = merged_breakpoints
+        layout["mobile_first"] = mobile_first
+        layout["responsive_css"] = css_queries
+
+        return {
+            "layout_ref": layout_ref,
+            "breakpoints": merged_breakpoints,
+            "mobile_first": mobile_first,
+            "css_media_queries": css_queries
+        }
+
+    def _generate_media_queries(
+        self,
+        breakpoints: Dict[str, Dict[str, Any]],
+        mobile_first: bool
+    ) -> List[str]:
+        """Generate CSS media queries for breakpoints."""
+        queries = []
+        bp_order = ["xs", "sm", "md", "lg", "xl"]
+
+        if mobile_first:
+            # Use min-width queries (mobile-first)
+            for bp_name in bp_order[1:]:  # Skip xs (base styles)
+                bp = breakpoints[bp_name]
+                min_width = bp.get("min_width", DEFAULT_BREAKPOINTS[bp_name]["min_width"])
+                if min_width and min_width != "0px":
+                    queries.append(f"@media (min-width: {min_width}) {{ /* {bp_name} styles */ }}")
+        else:
+            # Use max-width queries (desktop-first)
+            for bp_name in reversed(bp_order[:-1]):  # Skip xl (base styles)
+                bp = breakpoints[bp_name]
+                max_width = bp.get("max_width", DEFAULT_BREAKPOINTS[bp_name]["max_width"])
+                if max_width:
+                    queries.append(f"@media (max-width: {max_width}) {{ /* {bp_name} styles */ }}")
+
+        return queries
+
+    async def layout_get_breakpoints(self, layout_ref: str) -> Dict[str, Any]:
+        """
+        Get the breakpoint configuration for a layout.
+
+        Args:
+            layout_ref: Layout name
+
+        Returns:
+            Dict with breakpoint configuration
+        """
+        if layout_ref not in self._layouts:
+            return {
+                "error": f"Layout '{layout_ref}' not found.",
+                "breakpoints": None
+            }
+
+        layout = self._layouts[layout_ref]
+
+        return {
+            "layout_ref": layout_ref,
+            "breakpoints": layout.get("breakpoints", DEFAULT_BREAKPOINTS.copy()),
+            "mobile_first": layout.get("mobile_first", True),
+            "css_media_queries": layout.get("responsive_css", [])
+        }
+
+    def get_default_breakpoints(self) -> Dict[str, Any]:
+        """Get the default breakpoint configuration."""
+        return {
+            "breakpoints": DEFAULT_BREAKPOINTS.copy(),
+            "description": "Standard responsive breakpoints aligned with Mantine/Bootstrap",
+            "mobile_first": True
+        }

mcp-servers/viz-platform/mcp_server/page_tools.py

@@ -0,0 +1,366 @@
+"""
+Multi-page app tools for viz-platform.
+
+Provides tools for building complete Dash applications with routing and navigation.
+"""
+import logging
+from typing import Dict, List, Optional, Any
+from uuid import uuid4
+
+logger = logging.getLogger(__name__)
+
+
+# Navigation position options
+NAV_POSITIONS = ["top", "left", "right"]
+
+# Auth types supported
+AUTH_TYPES = ["none", "basic", "oauth", "custom"]
+
+
+class PageTools:
+    """
+    Multi-page Dash application tools.
+
+    Creates page definitions, navigation, and auth configuration.
+    """
+
+    def __init__(self):
+        """Initialize page tools."""
+        self._pages: Dict[str, Dict[str, Any]] = {}
+        self._navbars: Dict[str, Dict[str, Any]] = {}
+        self._app_config: Dict[str, Any] = {
+            "title": "Dash App",
+            "suppress_callback_exceptions": True
+        }
+
+    async def page_create(
+        self,
+        name: str,
+        path: str,
+        layout_ref: Optional[str] = None,
+        title: Optional[str] = None
+    ) -> Dict[str, Any]:
+        """
+        Create a new page definition.
+
+        Args:
+            name: Unique page name (used as identifier)
+            path: URL path for the page (e.g., "/", "/settings")
+            layout_ref: Optional layout reference to use for the page
+            title: Optional page title (defaults to name)
+
+        Returns:
+            Dict with:
+                - page_ref: Reference to use in other tools
+                - path: URL path
+                - registered: Whether page was registered
+        """
+        # Validate path format
+        if not path.startswith('/'):
+            return {
+                "error": f"Path must start with '/'. Got: {path}",
+                "page_ref": None
+            }
+
+        # Check for name collision
+        if name in self._pages:
+            return {
+                "error": f"Page '{name}' already exists. Use a different name.",
+                "page_ref": name
+            }
+
+        # Check for path collision
+        for page_name, page_data in self._pages.items():
+            if page_data['path'] == path:
+                return {
+                    "error": f"Path '{path}' already used by page '{page_name}'.",
+                    "page_ref": None
+                }
+
+        # Create page definition
+        page = {
+            "id": str(uuid4()),
+            "name": name,
+            "path": path,
+            "title": title or name,
+            "layout_ref": layout_ref,
+            "auth": None,
+            "metadata": {}
+        }
+
+        self._pages[name] = page
+
+        return {
+            "page_ref": name,
+            "path": path,
+            "title": page["title"],
+            "layout_ref": layout_ref,
+            "registered": True
+        }
+
+    async def page_add_navbar(
+        self,
+        pages: List[str],
+        options: Optional[Dict[str, Any]] = None
+    ) -> Dict[str, Any]:
+        """
+        Generate a navigation component linking pages.
+
+        Args:
+            pages: List of page names to include in navigation
+            options: Navigation options:
+                - position: "top", "left", or "right"
+                - style: Style variant
+                - brand: Brand/logo text or config
+                - collapsible: Whether to collapse on mobile
+
+        Returns:
+            Dict with:
+                - navbar_id: Navigation ID
+                - pages: List of page links generated
+                - component: DMC component structure
+        """
+        options = options or {}
+
+        # Validate pages exist
+        missing_pages = [p for p in pages if p not in self._pages]
+        if missing_pages:
+            return {
+                "error": f"Pages not found: {missing_pages}. Create them first.",
+                "navbar_id": None
+            }
+
+        # Validate position
+        position = options.get("position", "top")
+        if position not in NAV_POSITIONS:
+            return {
+                "error": f"Invalid position '{position}'. Must be one of: {NAV_POSITIONS}",
+                "navbar_id": None
+            }
+
+        # Generate navbar ID
+        navbar_id = f"navbar_{len(self._navbars)}"
+
+        # Build page links
+        page_links = []
+        for page_name in pages:
+            page = self._pages[page_name]
+            page_links.append({
+                "label": page["title"],
+                "href": page["path"],
+                "page_ref": page_name
+            })
+
+        # Build DMC component structure
+        if position == "top":
+            component = self._build_top_navbar(page_links, options)
+        else:
+            component = self._build_side_navbar(page_links, options, position)
+
+        # Store navbar config
+        self._navbars[navbar_id] = {
+            "id": navbar_id,
+            "position": position,
+            "pages": pages,
+            "options": options,
+            "component": component
+        }
+
+        return {
+            "navbar_id": navbar_id,
+            "position": position,
+            "pages": page_links,
+            "component": component
+        }
+
+    async def page_set_auth(
+        self,
+        page_ref: str,
+        auth_config: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """
+        Configure authentication for a page.
+
+        Args:
+            page_ref: Page name to configure
+            auth_config: Authentication configuration:
+                - type: "none", "basic", "oauth", "custom"
+                - required: Whether auth is required (default True)
+                - roles: List of required roles (optional)
+                - redirect: Redirect path for unauthenticated users
+
+        Returns:
+            Dict with:
+                - page_ref: Page reference
+                - auth_type: Type of auth configured
+                - protected: Whether page is protected
+        """
+        # Validate page exists
+        if page_ref not in self._pages:
+            available = list(self._pages.keys())
+            return {
+                "error": f"Page '{page_ref}' not found. Available: {available}",
+                "page_ref": page_ref
+            }
+
+        # Validate auth type
+        auth_type = auth_config.get("type", "basic")
+        if auth_type not in AUTH_TYPES:
+            return {
+                "error": f"Invalid auth type '{auth_type}'. Must be one of: {AUTH_TYPES}",
+                "page_ref": page_ref
+            }
+
+        # Build auth config
+        auth = {
+            "type": auth_type,
+            "required": auth_config.get("required", True),
+            "roles": auth_config.get("roles", []),
+            "redirect": auth_config.get("redirect", "/login")
+        }
+
+        # Handle OAuth-specific config
+        if auth_type == "oauth":
+            auth["provider"] = auth_config.get("provider", "generic")
+            auth["scopes"] = auth_config.get("scopes", [])
+
+        # Update page
+        self._pages[page_ref]["auth"] = auth
+
+        return {
+            "page_ref": page_ref,
+            "auth_type": auth_type,
+            "protected": auth["required"],
+            "roles": auth["roles"],
+            "redirect": auth["redirect"]
+        }
+
+    async def page_list(self) -> Dict[str, Any]:
+        """
+        List all registered pages.
+
+        Returns:
+            Dict with pages and their configurations
+        """
+        pages_info = {}
+        for name, page in self._pages.items():
+            pages_info[name] = {
+                "path": page["path"],
+                "title": page["title"],
+                "layout_ref": page["layout_ref"],
+                "protected": page["auth"] is not None and page["auth"].get("required", False)
+            }
+
+        return {
+            "pages": pages_info,
+            "count": len(pages_info),
+            "navbars": list(self._navbars.keys())
+        }
+
+    async def page_get_app_config(self) -> Dict[str, Any]:
+        """
+        Get the complete app configuration for Dash.
+
+        Returns:
+            Dict with app config including pages, navbars, and settings
+        """
+        # Build pages config
+        pages_config = []
+        for name, page in self._pages.items():
+            pages_config.append({
+                "name": name,
+                "path": page["path"],
+                "title": page["title"],
+                "layout_ref": page["layout_ref"]
+            })
+
+        # Build routing config
+        routes = {page["path"]: name for name, page in self._pages.items()}
+
+        return {
+            "app": self._app_config,
+            "pages": pages_config,
+            "routes": routes,
+            "navbars": list(self._navbars.values()),
+            "page_count": len(self._pages)
+        }
+
+    def _build_top_navbar(
+        self,
+        page_links: List[Dict[str, str]],
+        options: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """Build a top navigation bar component."""
+        brand = options.get("brand", "App")
+
+        # Build nav links
+        nav_items = []
+        for link in page_links:
+            nav_items.append({
+                "component": "NavLink",
+                "props": {
+                    "label": link["label"],
+                    "href": link["href"]
+                }
+            })
+
+        return {
+            "component": "AppShell.Header",
+            "children": [
+                {
+                    "component": "Group",
+                    "props": {"justify": "space-between", "h": "100%", "px": "md"},
+                    "children": [
+                        {
+                            "component": "Text",
+                            "props": {"size": "lg", "fw": 700},
+                            "children": brand
+                        },
+                        {
+                            "component": "Group",
+                            "props": {"gap": "sm"},
+                            "children": nav_items
+                        }
+                    ]
+                }
+            ]
+        }
+
+    def _build_side_navbar(
+        self,
+        page_links: List[Dict[str, str]],
+        options: Dict[str, Any],
+        position: str
+    ) -> Dict[str, Any]:
+        """Build a side navigation bar component."""
+        brand = options.get("brand", "App")
+
+        # Build nav links
+        nav_items = []
+        for link in page_links:
+            nav_items.append({
+                "component": "NavLink",
+                "props": {
+                    "label": link["label"],
+                    "href": link["href"]
+                }
+            })
+
+        navbar_component = "AppShell.Navbar" if position == "left" else "AppShell.Aside"
+
+        return {
+            "component": navbar_component,
+            "props": {"p": "md"},
+            "children": [
+                {
+                    "component": "Text",
+                    "props": {"size": "lg", "fw": 700, "mb": "md"},
+                    "children": brand
+                },
+                {
+                    "component": "Stack",
+                    "props": {"gap": "xs"},
+                    "children": nav_items
+                }
+            ]
+        }

mcp-servers/viz-platform/mcp_server/server.py

@@ -0,0 +1,928 @@
+"""
+MCP Server entry point for viz-platform integration.
+
+Provides Dash Mantine Components validation, charting, layout, theming, and page tools
+to Claude Code via JSON-RPC 2.0 over stdio.
+"""
+import asyncio
+import logging
+import json
+from mcp.server import Server
+from mcp.server.stdio import stdio_server
+from mcp.types import Tool, TextContent
+
+from .config import VizPlatformConfig
+from .dmc_tools import DMCTools
+from .chart_tools import ChartTools
+from .layout_tools import LayoutTools
+from .theme_tools import ThemeTools
+from .page_tools import PageTools
+from .accessibility_tools import AccessibilityTools
+
+# Suppress noisy MCP validation warnings on stderr
+logging.basicConfig(level=logging.INFO)
+logging.getLogger("root").setLevel(logging.ERROR)
+logging.getLogger("mcp").setLevel(logging.ERROR)
+logger = logging.getLogger(__name__)
+
+
+class VizPlatformMCPServer:
+    """MCP Server for visualization platform integration"""
+
+    def __init__(self):
+        self.server = Server("viz-platform-mcp")
+        self.config = None
+        self.dmc_tools = DMCTools()
+        self.chart_tools = ChartTools()
+        self.layout_tools = LayoutTools()
+        self.theme_tools = ThemeTools()
+        self.page_tools = PageTools()
+        self.accessibility_tools = AccessibilityTools(theme_store=self.theme_tools.store)
+
+    async def initialize(self):
+        """Initialize server and load configuration."""
+        try:
+            config_loader = VizPlatformConfig()
+            self.config = config_loader.load()
+
+            # Initialize DMC tools with detected version
+            dmc_version = self.config.get('dmc_version')
+            self.dmc_tools.initialize(dmc_version)
+
+            # Log available capabilities
+            caps = []
+            if self.config.get('dmc_available'):
+                caps.append(f"DMC {dmc_version}")
+                if self.dmc_tools._initialized:
+                    caps.append(f"Registry loaded ({self.dmc_tools.registry.loaded_version})")
+            else:
+                caps.append("DMC (not installed)")
+
+            logger.info(f"viz-platform MCP Server initialized with: {', '.join(caps)}")
+
+        except Exception as e:
+            logger.error(f"Failed to initialize: {e}")
+            raise
+
+    def setup_tools(self):
+        """Register all available tools with the MCP server"""
+
+        @self.server.list_tools()
+        async def list_tools() -> list[Tool]:
+            """Return list of available tools"""
+            tools = []
+
+            # DMC validation tools (Issue #172)
+            tools.append(Tool(
+                name="list_components",
+                description=(
+                    "List available Dash Mantine Components. "
+                    "Returns components grouped by category with version info. "
+                    "Use this to discover what components are available before building UI."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "category": {
+                            "type": "string",
+                            "description": (
+                                "Optional category filter. Available categories: "
+                                "buttons, inputs, navigation, feedback, overlays, "
+                                "typography, layout, data_display, charts, dates"
+                            )
+                        }
+                    },
+                    "required": []
+                }
+            ))
+
+            tools.append(Tool(
+                name="get_component_props",
+                description=(
+                    "Get the props schema for a specific DMC component. "
+                    "Returns all available props with types, defaults, and allowed values. "
+                    "ALWAYS use this before creating a component to ensure valid props."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "component": {
+                            "type": "string",
+                            "description": "Component name (e.g., 'Button', 'TextInput', 'Select')"
+                        }
+                    },
+                    "required": ["component"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="validate_component",
+                description=(
+                    "Validate component props before use. "
+                    "Checks for invalid props, type mismatches, and common mistakes. "
+                    "Returns errors and warnings with suggestions for fixes."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "component": {
+                            "type": "string",
+                            "description": "Component name to validate"
+                        },
+                        "props": {
+                            "type": "object",
+                            "description": "Props object to validate"
+                        }
+                    },
+                    "required": ["component", "props"]
+                }
+            ))
+
+            # Chart tools (Issue #173)
+            tools.append(Tool(
+                name="chart_create",
+                description=(
+                    "Create a Plotly chart for data visualization. "
+                    "Supports line, bar, scatter, pie, heatmap, histogram, and area charts. "
+                    "Automatically applies theme colors when a theme is active."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "chart_type": {
+                            "type": "string",
+                            "enum": ["line", "bar", "scatter", "pie", "heatmap", "histogram", "area"],
+                            "description": "Type of chart to create"
+                        },
+                        "data": {
+                            "type": "object",
+                            "description": (
+                                "Data for the chart. For most charts: {x: [], y: []}. "
+                                "For pie: {labels: [], values: []}. "
+                                "For heatmap: {x: [], y: [], z: [[]]}"
+                            )
+                        },
+                        "options": {
+                            "type": "object",
+                            "description": (
+                                "Optional settings: title, x_label, y_label, color, "
+                                "showlegend, height, width, horizontal (for bar)"
+                            )
+                        }
+                    },
+                    "required": ["chart_type", "data"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="chart_configure_interaction",
+                description=(
+                    "Configure interactions on an existing chart. "
+                    "Add hover templates, enable click data capture, selection modes, "
+                    "and zoom behavior for Dash callback integration."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "figure": {
+                            "type": "object",
+                            "description": "Plotly figure JSON to modify"
+                        },
+                        "interactions": {
+                            "type": "object",
+                            "description": (
+                                "Interaction config: hover_template (string), "
+                                "click_data (bool), selection ('box'|'lasso'), zoom (bool)"
+                            )
+                        }
+                    },
+                    "required": ["figure", "interactions"]
+                }
+            ))
+
+            # Chart export tool (Issue #247)
+            tools.append(Tool(
+                name="chart_export",
+                description=(
+                    "Export a Plotly chart to static image format (PNG, SVG, PDF). "
+                    "Requires kaleido package. Returns base64 image data or saves to file."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "figure": {
+                            "type": "object",
+                            "description": "Plotly figure JSON to export"
+                        },
+                        "format": {
+                            "type": "string",
+                            "enum": ["png", "svg", "pdf"],
+                            "description": "Output format (default: png)"
+                        },
+                        "width": {
+                            "type": "integer",
+                            "description": "Image width in pixels (default: 1200)"
+                        },
+                        "height": {
+                            "type": "integer",
+                            "description": "Image height in pixels (default: 800)"
+                        },
+                        "scale": {
+                            "type": "number",
+                            "description": "Resolution scale factor (default: 2 for retina)"
+                        },
+                        "output_path": {
+                            "type": "string",
+                            "description": "Optional file path to save image"
+                        }
+                    },
+                    "required": ["figure"]
+                }
+            ))
+
+            # Layout tools (Issue #174)
+            tools.append(Tool(
+                name="layout_create",
+                description=(
+                    "Create a new dashboard layout container. "
+                    "Templates available: dashboard, report, form, blank. "
+                    "Returns layout reference for use with other layout tools."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "name": {
+                            "type": "string",
+                            "description": "Unique name for the layout"
+                        },
+                        "template": {
+                            "type": "string",
+                            "enum": ["dashboard", "report", "form", "blank"],
+                            "description": "Layout template to use (default: blank)"
+                        }
+                    },
+                    "required": ["name"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="layout_add_filter",
+                description=(
+                    "Add a filter control to a layout. "
+                    "Filter types: dropdown, multi_select, date_range, date, search, "
+                    "checkbox_group, radio_group, slider, range_slider."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "layout_ref": {
+                            "type": "string",
+                            "description": "Layout name to add filter to"
+                        },
+                        "filter_type": {
+                            "type": "string",
+                            "enum": ["dropdown", "multi_select", "date_range", "date",
+                                    "search", "checkbox_group", "radio_group", "slider", "range_slider"],
+                            "description": "Type of filter control"
+                        },
+                        "options": {
+                            "type": "object",
+                            "description": (
+                                "Filter options: label, data (for dropdown), placeholder, "
+                                "position (section name), value, etc."
+                            )
+                        }
+                    },
+                    "required": ["layout_ref", "filter_type", "options"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="layout_set_grid",
+                description=(
+                    "Configure the grid system for a layout. "
+                    "Uses DMC Grid component patterns with 12 or 24 column system."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "layout_ref": {
+                            "type": "string",
+                            "description": "Layout name to configure"
+                        },
+                        "grid": {
+                            "type": "object",
+                            "description": (
+                                "Grid config: cols (1-24), spacing (xs|sm|md|lg|xl), "
+                                "breakpoints ({xs: cols, sm: cols, ...}), gutter"
+                            )
+                        }
+                    },
+                    "required": ["layout_ref", "grid"]
+                }
+            ))
+
+            # Responsive breakpoints tool (Issue #249)
+            tools.append(Tool(
+                name="layout_set_breakpoints",
+                description=(
+                    "Configure responsive breakpoints for a layout. "
+                    "Supports xs, sm, md, lg, xl breakpoints with mobile-first approach. "
+                    "Each breakpoint can define cols, spacing, and other grid properties."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "layout_ref": {
+                            "type": "string",
+                            "description": "Layout name to configure"
+                        },
+                        "breakpoints": {
+                            "type": "object",
+                            "description": (
+                                "Breakpoint config: {xs: {cols, spacing}, sm: {...}, md: {...}, lg: {...}, xl: {...}}"
+                            )
+                        },
+                        "mobile_first": {
+                            "type": "boolean",
+                            "description": "Use mobile-first (min-width) media queries (default: true)"
+                        }
+                    },
+                    "required": ["layout_ref", "breakpoints"]
+                }
+            ))
+
+            # Theme tools (Issue #175)
+            tools.append(Tool(
+                name="theme_create",
+                description=(
+                    "Create a new design theme with tokens. "
+                    "Tokens include colors, spacing, typography, radii. "
+                    "Missing tokens are filled from defaults."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "name": {
+                            "type": "string",
+                            "description": "Unique theme name"
+                        },
+                        "tokens": {
+                            "type": "object",
+                            "description": (
+                                "Design tokens: colors (primary, background, text), "
+                                "spacing (xs-xl), typography (fontFamily, fontSize), radii (sm-xl)"
+                            )
+                        }
+                    },
+                    "required": ["name", "tokens"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="theme_extend",
+                description=(
+                    "Create a new theme by extending an existing one. "
+                    "Only specify the tokens you want to override."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "base_theme": {
+                            "type": "string",
+                            "description": "Theme to extend (e.g., 'default')"
+                        },
+                        "overrides": {
+                            "type": "object",
+                            "description": "Token overrides to apply"
+                        },
+                        "new_name": {
+                            "type": "string",
+                            "description": "Name for the new theme (optional)"
+                        }
+                    },
+                    "required": ["base_theme", "overrides"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="theme_validate",
+                description=(
+                    "Validate a theme for completeness. "
+                    "Checks for required tokens and common issues."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "theme_name": {
+                            "type": "string",
+                            "description": "Theme to validate"
+                        }
+                    },
+                    "required": ["theme_name"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="theme_export_css",
+                description=(
+                    "Export a theme as CSS custom properties. "
+                    "Generates :root CSS variables for all tokens."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "theme_name": {
+                            "type": "string",
+                            "description": "Theme to export"
+                        }
+                    },
+                    "required": ["theme_name"]
+                }
+            ))
+
+            # Page tools (Issue #176)
+            tools.append(Tool(
+                name="page_create",
+                description=(
+                    "Create a new page for a multi-page Dash application. "
+                    "Defines page routing and can link to a layout."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "name": {
+                            "type": "string",
+                            "description": "Unique page name (identifier)"
+                        },
+                        "path": {
+                            "type": "string",
+                            "description": "URL path (e.g., '/', '/settings')"
+                        },
+                        "layout_ref": {
+                            "type": "string",
+                            "description": "Optional layout reference to use"
+                        },
+                        "title": {
+                            "type": "string",
+                            "description": "Page title (defaults to name)"
+                        }
+                    },
+                    "required": ["name", "path"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="page_add_navbar",
+                description=(
+                    "Generate navigation component linking pages. "
+                    "Creates top or side navigation with DMC components."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "pages": {
+                            "type": "array",
+                            "items": {"type": "string"},
+                            "description": "List of page names to include"
+                        },
+                        "options": {
+                            "type": "object",
+                            "description": (
+                                "Navigation options: position (top|left|right), "
+                                "brand (app name), collapsible (bool)"
+                            )
+                        }
+                    },
+                    "required": ["pages"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="page_set_auth",
+                description=(
+                    "Configure authentication for a page. "
+                    "Sets auth requirements, roles, and redirect behavior."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "page_ref": {
+                            "type": "string",
+                            "description": "Page name to configure"
+                        },
+                        "auth_config": {
+                            "type": "object",
+                            "description": (
+                                "Auth config: type (none|basic|oauth|custom), "
+                                "required (bool), roles (array), redirect (path)"
+                            )
+                        }
+                    },
+                    "required": ["page_ref", "auth_config"]
+                }
+            ))
+
+            # Accessibility tools (Issue #248)
+            tools.append(Tool(
+                name="accessibility_validate_colors",
+                description=(
+                    "Validate colors for color blind accessibility. "
+                    "Checks contrast ratios for deuteranopia, protanopia, tritanopia. "
+                    "Returns issues, simulations, and accessible palette suggestions."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "colors": {
+                            "type": "array",
+                            "items": {"type": "string"},
+                            "description": "List of hex colors to validate (e.g., ['#228be6', '#40c057'])"
+                        },
+                        "check_types": {
+                            "type": "array",
+                            "items": {"type": "string"},
+                            "description": "Color blindness types to check: deuteranopia, protanopia, tritanopia (default: all)"
+                        },
+                        "min_contrast_ratio": {
+                            "type": "number",
+                            "description": "Minimum WCAG contrast ratio (default: 4.5 for AA)"
+                        }
+                    },
+                    "required": ["colors"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="accessibility_validate_theme",
+                description=(
+                    "Validate a theme's colors for accessibility. "
+                    "Extracts all colors from theme tokens and checks for color blind safety."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "theme_name": {
+                            "type": "string",
+                            "description": "Theme name to validate"
+                        }
+                    },
+                    "required": ["theme_name"]
+                }
+            ))
+
+            tools.append(Tool(
+                name="accessibility_suggest_alternative",
+                description=(
+                    "Suggest accessible alternative colors for a given color. "
+                    "Provides alternatives optimized for specific color blindness types."
+                ),
+                inputSchema={
+                    "type": "object",
+                    "properties": {
+                        "color": {
+                            "type": "string",
+                            "description": "Hex color to find alternatives for"
+                        },
+                        "deficiency_type": {
+                            "type": "string",
+                            "enum": ["deuteranopia", "protanopia", "tritanopia"],
+                            "description": "Color blindness type to optimize for"
+                        }
+                    },
+                    "required": ["color", "deficiency_type"]
+                }
+            ))
+
+            return tools
+
+        @self.server.call_tool()
+        async def call_tool(name: str, arguments: dict) -> list[TextContent]:
+            """Handle tool invocation."""
+            try:
+                # DMC validation tools
+                if name == "list_components":
+                    result = await self.dmc_tools.list_components(
+                        category=arguments.get('category')
+                    )
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "get_component_props":
+                    component = arguments.get('component')
+                    if not component:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "component is required"}, indent=2)
+                        )]
+                    result = await self.dmc_tools.get_component_props(component)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "validate_component":
+                    component = arguments.get('component')
+                    props = arguments.get('props', {})
+                    if not component:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "component is required"}, indent=2)
+                        )]
+                    result = await self.dmc_tools.validate_component(component, props)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                # Chart tools
+                elif name == "chart_create":
+                    chart_type = arguments.get('chart_type')
+                    data = arguments.get('data', {})
+                    options = arguments.get('options', {})
+                    if not chart_type:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "chart_type is required"}, indent=2)
+                        )]
+                    result = await self.chart_tools.chart_create(chart_type, data, options)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "chart_configure_interaction":
+                    figure = arguments.get('figure')
+                    interactions = arguments.get('interactions', {})
+                    if not figure:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "figure is required"}, indent=2)
+                        )]
+                    result = await self.chart_tools.chart_configure_interaction(figure, interactions)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "chart_export":
+                    figure = arguments.get('figure')
+                    if not figure:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "figure is required"}, indent=2)
+                        )]
+                    result = await self.chart_tools.chart_export(
+                        figure=figure,
+                        format=arguments.get('format', 'png'),
+                        width=arguments.get('width'),
+                        height=arguments.get('height'),
+                        scale=arguments.get('scale', 2.0),
+                        output_path=arguments.get('output_path')
+                    )
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                # Layout tools
+                elif name == "layout_create":
+                    layout_name = arguments.get('name')
+                    template = arguments.get('template')
+                    if not layout_name:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "name is required"}, indent=2)
+                        )]
+                    result = await self.layout_tools.layout_create(layout_name, template)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "layout_add_filter":
+                    layout_ref = arguments.get('layout_ref')
+                    filter_type = arguments.get('filter_type')
+                    options = arguments.get('options', {})
+                    if not layout_ref or not filter_type:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "layout_ref and filter_type are required"}, indent=2)
+                        )]
+                    result = await self.layout_tools.layout_add_filter(layout_ref, filter_type, options)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "layout_set_grid":
+                    layout_ref = arguments.get('layout_ref')
+                    grid = arguments.get('grid', {})
+                    if not layout_ref:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "layout_ref is required"}, indent=2)
+                        )]
+                    result = await self.layout_tools.layout_set_grid(layout_ref, grid)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "layout_set_breakpoints":
+                    layout_ref = arguments.get('layout_ref')
+                    breakpoints = arguments.get('breakpoints', {})
+                    mobile_first = arguments.get('mobile_first', True)
+                    if not layout_ref:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "layout_ref is required"}, indent=2)
+                        )]
+                    result = await self.layout_tools.layout_set_breakpoints(
+                        layout_ref, breakpoints, mobile_first
+                    )
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                # Theme tools
+                elif name == "theme_create":
+                    theme_name = arguments.get('name')
+                    tokens = arguments.get('tokens', {})
+                    if not theme_name:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "name is required"}, indent=2)
+                        )]
+                    result = await self.theme_tools.theme_create(theme_name, tokens)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "theme_extend":
+                    base_theme = arguments.get('base_theme')
+                    overrides = arguments.get('overrides', {})
+                    new_name = arguments.get('new_name')
+                    if not base_theme:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "base_theme is required"}, indent=2)
+                        )]
+                    result = await self.theme_tools.theme_extend(base_theme, overrides, new_name)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "theme_validate":
+                    theme_name = arguments.get('theme_name')
+                    if not theme_name:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "theme_name is required"}, indent=2)
+                        )]
+                    result = await self.theme_tools.theme_validate(theme_name)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "theme_export_css":
+                    theme_name = arguments.get('theme_name')
+                    if not theme_name:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "theme_name is required"}, indent=2)
+                        )]
+                    result = await self.theme_tools.theme_export_css(theme_name)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                # Page tools
+                elif name == "page_create":
+                    page_name = arguments.get('name')
+                    path = arguments.get('path')
+                    layout_ref = arguments.get('layout_ref')
+                    title = arguments.get('title')
+                    if not page_name or not path:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "name and path are required"}, indent=2)
+                        )]
+                    result = await self.page_tools.page_create(page_name, path, layout_ref, title)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "page_add_navbar":
+                    pages = arguments.get('pages', [])
+                    options = arguments.get('options', {})
+                    if not pages:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "pages list is required"}, indent=2)
+                        )]
+                    result = await self.page_tools.page_add_navbar(pages, options)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "page_set_auth":
+                    page_ref = arguments.get('page_ref')
+                    auth_config = arguments.get('auth_config', {})
+                    if not page_ref:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "page_ref is required"}, indent=2)
+                        )]
+                    result = await self.page_tools.page_set_auth(page_ref, auth_config)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                # Accessibility tools
+                elif name == "accessibility_validate_colors":
+                    colors = arguments.get('colors')
+                    if not colors:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "colors list is required"}, indent=2)
+                        )]
+                    result = await self.accessibility_tools.accessibility_validate_colors(
+                        colors=colors,
+                        check_types=arguments.get('check_types'),
+                        min_contrast_ratio=arguments.get('min_contrast_ratio', 4.5)
+                    )
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "accessibility_validate_theme":
+                    theme_name = arguments.get('theme_name')
+                    if not theme_name:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "theme_name is required"}, indent=2)
+                        )]
+                    result = await self.accessibility_tools.accessibility_validate_theme(theme_name)
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                elif name == "accessibility_suggest_alternative":
+                    color = arguments.get('color')
+                    deficiency_type = arguments.get('deficiency_type')
+                    if not color or not deficiency_type:
+                        return [TextContent(
+                            type="text",
+                            text=json.dumps({"error": "color and deficiency_type are required"}, indent=2)
+                        )]
+                    result = await self.accessibility_tools.accessibility_suggest_alternative(
+                        color, deficiency_type
+                    )
+                    return [TextContent(
+                        type="text",
+                        text=json.dumps(result, indent=2)
+                    )]
+
+                raise ValueError(f"Unknown tool: {name}")
+
+            except Exception as e:
+                logger.error(f"Tool {name} failed: {e}")
+                return [TextContent(
+                    type="text",
+                    text=json.dumps({"error": str(e)}, indent=2)
+                )]
+
+    async def run(self):
+        """Run the MCP server"""
+        await self.initialize()
+        self.setup_tools()
+
+        async with stdio_server() as (read_stream, write_stream):
+            await self.server.run(
+                read_stream,
+                write_stream,
+                self.server.create_initialization_options()
+            )
+
+
+async def main():
+    """Main entry point"""
+    server = VizPlatformMCPServer()
+    await server.run()
+
+
+if __name__ == "__main__":
+    asyncio.run(main())

mcp-servers/viz-platform/mcp_server/theme_store.py

@@ -0,0 +1,259 @@
+"""
+Theme storage and persistence for viz-platform.
+
+Handles saving/loading themes from user and project locations.
+"""
+import json
+import logging
+from pathlib import Path
+from typing import Dict, List, Optional, Any
+
+logger = logging.getLogger(__name__)
+
+
+# Default theme based on Mantine defaults
+DEFAULT_THEME = {
+    "name": "default",
+    "version": "1.0.0",
+    "tokens": {
+        "colors": {
+            "primary": "#228be6",
+            "secondary": "#868e96",
+            "success": "#40c057",
+            "warning": "#fab005",
+            "error": "#fa5252",
+            "info": "#15aabf",
+            "background": {
+                "base": "#ffffff",
+                "subtle": "#f8f9fa",
+                "dark": "#212529"
+            },
+            "text": {
+                "primary": "#212529",
+                "secondary": "#495057",
+                "muted": "#868e96",
+                "inverse": "#ffffff"
+            },
+            "border": "#dee2e6"
+        },
+        "spacing": {
+            "xs": "4px",
+            "sm": "8px",
+            "md": "16px",
+            "lg": "24px",
+            "xl": "32px"
+        },
+        "typography": {
+            "fontFamily": "Inter, -apple-system, BlinkMacSystemFont, Segoe UI, Roboto, sans-serif",
+            "fontFamilyMono": "ui-monospace, SFMono-Regular, Menlo, Monaco, monospace",
+            "fontSize": {
+                "xs": "12px",
+                "sm": "14px",
+                "md": "16px",
+                "lg": "18px",
+                "xl": "20px"
+            },
+            "fontWeight": {
+                "normal": 400,
+                "medium": 500,
+                "semibold": 600,
+                "bold": 700
+            },
+            "lineHeight": {
+                "tight": 1.25,
+                "normal": 1.5,
+                "relaxed": 1.75
+            }
+        },
+        "radii": {
+            "none": "0px",
+            "sm": "4px",
+            "md": "8px",
+            "lg": "16px",
+            "xl": "24px",
+            "full": "9999px"
+        },
+        "shadows": {
+            "none": "none",
+            "sm": "0 1px 2px 0 rgb(0 0 0 / 0.05)",
+            "md": "0 4px 6px -1px rgb(0 0 0 / 0.1)",
+            "lg": "0 10px 15px -3px rgb(0 0 0 / 0.1)",
+            "xl": "0 20px 25px -5px rgb(0 0 0 / 0.1)"
+        },
+        "transitions": {
+            "fast": "150ms",
+            "normal": "300ms",
+            "slow": "500ms"
+        }
+    }
+}
+
+
+# Required token categories for validation
+REQUIRED_TOKEN_CATEGORIES = ["colors", "spacing", "typography", "radii"]
+
+
+class ThemeStore:
+    """
+    Store and manage design themes.
+
+    Handles persistence to user-level and project-level locations.
+    """
+
+    def __init__(self, project_dir: Optional[Path] = None):
+        """
+        Initialize theme store.
+
+        Args:
+            project_dir: Project directory for project-level themes
+        """
+        self.project_dir = project_dir
+        self._themes: Dict[str, Dict[str, Any]] = {}
+        self._active_theme: Optional[str] = None
+
+        # Load default theme
+        self._themes["default"] = DEFAULT_THEME.copy()
+
+    @property
+    def user_themes_dir(self) -> Path:
+        """User-level themes directory."""
+        return Path.home() / ".config" / "claude" / "themes"
+
+    @property
+    def project_themes_dir(self) -> Optional[Path]:
+        """Project-level themes directory."""
+        if self.project_dir:
+            return self.project_dir / ".viz-platform" / "themes"
+        return None
+
+    def load_themes(self) -> int:
+        """
+        Load themes from user and project directories.
+
+        Project themes take precedence over user themes.
+
+        Returns:
+            Number of themes loaded
+        """
+        count = 0
+
+        # Load user themes
+        if self.user_themes_dir.exists():
+            for theme_file in self.user_themes_dir.glob("*.json"):
+                try:
+                    with open(theme_file, 'r') as f:
+                        theme = json.load(f)
+                    name = theme.get('name', theme_file.stem)
+                    self._themes[name] = theme
+                    count += 1
+                    logger.debug(f"Loaded user theme: {name}")
+                except Exception as e:
+                    logger.warning(f"Failed to load theme {theme_file}: {e}")
+
+        # Load project themes (override user themes)
+        if self.project_themes_dir and self.project_themes_dir.exists():
+            for theme_file in self.project_themes_dir.glob("*.json"):
+                try:
+                    with open(theme_file, 'r') as f:
+                        theme = json.load(f)
+                    name = theme.get('name', theme_file.stem)
+                    self._themes[name] = theme
+                    count += 1
+                    logger.debug(f"Loaded project theme: {name}")
+                except Exception as e:
+                    logger.warning(f"Failed to load theme {theme_file}: {e}")
+
+        return count
+
+    def save_theme(
+        self,
+        theme: Dict[str, Any],
+        location: str = "project"
+    ) -> Path:
+        """
+        Save a theme to disk.
+
+        Args:
+            theme: Theme dict to save
+            location: "user" or "project"
+
+        Returns:
+            Path where theme was saved
+        """
+        name = theme.get('name', 'unnamed')
+
+        if location == "user":
+            target_dir = self.user_themes_dir
+        else:
+            target_dir = self.project_themes_dir
+            if not target_dir:
+                target_dir = self.user_themes_dir
+
+        target_dir.mkdir(parents=True, exist_ok=True)
+        theme_path = target_dir / f"{name}.json"
+
+        with open(theme_path, 'w') as f:
+            json.dump(theme, f, indent=2)
+
+        # Update in-memory store
+        self._themes[name] = theme
+
+        return theme_path
+
+    def get_theme(self, name: str) -> Optional[Dict[str, Any]]:
+        """Get a theme by name."""
+        return self._themes.get(name)
+
+    def list_themes(self) -> List[str]:
+        """List all available theme names."""
+        return list(self._themes.keys())
+
+    def set_active_theme(self, name: str) -> bool:
+        """
+        Set the active theme.
+
+        Args:
+            name: Theme name to activate
+
+        Returns:
+            True if theme was activated
+        """
+        if name in self._themes:
+            self._active_theme = name
+            return True
+        return False
+
+    def get_active_theme(self) -> Optional[Dict[str, Any]]:
+        """Get the currently active theme."""
+        if self._active_theme:
+            return self._themes.get(self._active_theme)
+        return None
+
+    def delete_theme(self, name: str) -> bool:
+        """
+        Delete a theme.
+
+        Args:
+            name: Theme name to delete
+
+        Returns:
+            True if theme was deleted
+        """
+        if name == "default":
+            return False  # Cannot delete default theme
+
+        if name in self._themes:
+            del self._themes[name]
+
+            # Remove file if exists
+            for themes_dir in [self.user_themes_dir, self.project_themes_dir]:
+                if themes_dir and themes_dir.exists():
+                    theme_path = themes_dir / f"{name}.json"
+                    if theme_path.exists():
+                        theme_path.unlink()
+
+            if self._active_theme == name:
+                self._active_theme = None
+
+            return True
+        return False

mcp-servers/viz-platform/mcp_server/theme_tools.py

@@ -0,0 +1,391 @@
+"""
+Theme management tools for viz-platform.
+
+Provides design token-based theming system for consistent visual styling.
+"""
+import copy
+import logging
+from typing import Dict, List, Optional, Any
+
+from .theme_store import ThemeStore, DEFAULT_THEME, REQUIRED_TOKEN_CATEGORIES
+
+logger = logging.getLogger(__name__)
+
+
+class ThemeTools:
+    """
+    Design token-based theming tools.
+
+    Creates and manages themes that integrate with DMC and Plotly.
+    """
+
+    def __init__(self, store: Optional[ThemeStore] = None):
+        """
+        Initialize theme tools.
+
+        Args:
+            store: Optional ThemeStore for persistence
+        """
+        self.store = store or ThemeStore()
+
+    async def theme_create(
+        self,
+        name: str,
+        tokens: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """
+        Create a new theme with design tokens.
+
+        Args:
+            name: Unique theme name
+            tokens: Design tokens dict with colors, spacing, typography, radii
+
+        Returns:
+            Dict with:
+                - name: Theme name
+                - tokens: Full token set (merged with defaults)
+                - validation: Validation results
+        """
+        # Check for name collision
+        if self.store.get_theme(name) and name != "default":
+            return {
+                "error": f"Theme '{name}' already exists. Use theme_extend to modify it.",
+                "name": name
+            }
+
+        # Start with default tokens and merge provided ones
+        theme_tokens = copy.deepcopy(DEFAULT_THEME["tokens"])
+        theme_tokens = self._deep_merge(theme_tokens, tokens)
+
+        # Create theme object
+        theme = {
+            "name": name,
+            "version": "1.0.0",
+            "tokens": theme_tokens
+        }
+
+        # Validate the theme
+        validation = self._validate_tokens(theme_tokens)
+
+        # Save to store
+        self.store._themes[name] = theme
+
+        return {
+            "name": name,
+            "tokens": theme_tokens,
+            "validation": validation,
+            "complete": validation["complete"]
+        }
+
+    async def theme_extend(
+        self,
+        base_theme: str,
+        overrides: Dict[str, Any],
+        new_name: Optional[str] = None
+    ) -> Dict[str, Any]:
+        """
+        Create a new theme by extending an existing one.
+
+        Args:
+            base_theme: Name of theme to extend
+            overrides: Token overrides to apply
+            new_name: Optional name for the new theme (defaults to base_theme_extended)
+
+        Returns:
+            Dict with the new theme or error
+        """
+        # Get base theme
+        base = self.store.get_theme(base_theme)
+        if not base:
+            available = self.store.list_themes()
+            return {
+                "error": f"Base theme '{base_theme}' not found. Available: {available}",
+                "name": None
+            }
+
+        # Determine new name
+        name = new_name or f"{base_theme}_extended"
+
+        # Check for collision
+        if self.store.get_theme(name) and name != base_theme:
+            return {
+                "error": f"Theme '{name}' already exists. Choose a different name.",
+                "name": name
+            }
+
+        # Merge tokens
+        theme_tokens = copy.deepcopy(base.get("tokens", {}))
+        theme_tokens = self._deep_merge(theme_tokens, overrides)
+
+        # Create theme
+        theme = {
+            "name": name,
+            "version": "1.0.0",
+            "extends": base_theme,
+            "tokens": theme_tokens
+        }
+
+        # Validate
+        validation = self._validate_tokens(theme_tokens)
+
+        # Save to store
+        self.store._themes[name] = theme
+
+        return {
+            "name": name,
+            "extends": base_theme,
+            "tokens": theme_tokens,
+            "validation": validation,
+            "complete": validation["complete"]
+        }
+
+    async def theme_validate(self, theme_name: str) -> Dict[str, Any]:
+        """
+        Validate a theme for completeness.
+
+        Args:
+            theme_name: Theme name to validate
+
+        Returns:
+            Dict with:
+                - valid: bool
+                - complete: bool (all optional tokens present)
+                - missing: List of missing required tokens
+                - warnings: List of warnings
+        """
+        theme = self.store.get_theme(theme_name)
+        if not theme:
+            available = self.store.list_themes()
+            return {
+                "error": f"Theme '{theme_name}' not found. Available: {available}",
+                "valid": False
+            }
+
+        tokens = theme.get("tokens", {})
+        validation = self._validate_tokens(tokens)
+
+        return {
+            "theme_name": theme_name,
+            "valid": validation["valid"],
+            "complete": validation["complete"],
+            "missing_required": validation["missing_required"],
+            "missing_optional": validation["missing_optional"],
+            "warnings": validation["warnings"]
+        }
+
+    async def theme_export_css(self, theme_name: str) -> Dict[str, Any]:
+        """
+        Export a theme as CSS custom properties.
+
+        Args:
+            theme_name: Theme name to export
+
+        Returns:
+            Dict with:
+                - css: CSS custom properties string
+                - variables: List of variable names
+        """
+        theme = self.store.get_theme(theme_name)
+        if not theme:
+            available = self.store.list_themes()
+            return {
+                "error": f"Theme '{theme_name}' not found. Available: {available}",
+                "css": None
+            }
+
+        tokens = theme.get("tokens", {})
+        css_vars = []
+        var_names = []
+
+        # Convert tokens to CSS custom properties
+        css_vars.append(f"/* Theme: {theme_name} */")
+        css_vars.append(":root {")
+
+        # Colors
+        colors = tokens.get("colors", {})
+        css_vars.append("  /* Colors */")
+        for key, value in self._flatten_tokens(colors, "color").items():
+            var_name = f"--{key}"
+            css_vars.append(f"  {var_name}: {value};")
+            var_names.append(var_name)
+
+        # Spacing
+        spacing = tokens.get("spacing", {})
+        css_vars.append("\n  /* Spacing */")
+        for key, value in spacing.items():
+            var_name = f"--spacing-{key}"
+            css_vars.append(f"  {var_name}: {value};")
+            var_names.append(var_name)
+
+        # Typography
+        typography = tokens.get("typography", {})
+        css_vars.append("\n  /* Typography */")
+        for key, value in self._flatten_tokens(typography, "font").items():
+            var_name = f"--{key}"
+            css_vars.append(f"  {var_name}: {value};")
+            var_names.append(var_name)
+
+        # Radii
+        radii = tokens.get("radii", {})
+        css_vars.append("\n  /* Border Radius */")
+        for key, value in radii.items():
+            var_name = f"--radius-{key}"
+            css_vars.append(f"  {var_name}: {value};")
+            var_names.append(var_name)
+
+        # Shadows
+        shadows = tokens.get("shadows", {})
+        if shadows:
+            css_vars.append("\n  /* Shadows */")
+            for key, value in shadows.items():
+                var_name = f"--shadow-{key}"
+                css_vars.append(f"  {var_name}: {value};")
+                var_names.append(var_name)
+
+        # Transitions
+        transitions = tokens.get("transitions", {})
+        if transitions:
+            css_vars.append("\n  /* Transitions */")
+            for key, value in transitions.items():
+                var_name = f"--transition-{key}"
+                css_vars.append(f"  {var_name}: {value};")
+                var_names.append(var_name)
+
+        css_vars.append("}")
+
+        css_content = "\n".join(css_vars)
+
+        return {
+            "theme_name": theme_name,
+            "css": css_content,
+            "variable_count": len(var_names),
+            "variables": var_names
+        }
+
+    async def theme_list(self) -> Dict[str, Any]:
+        """
+        List all available themes.
+
+        Returns:
+            Dict with theme names and active theme
+        """
+        themes = self.store.list_themes()
+        active = self.store._active_theme
+
+        theme_info = {}
+        for name in themes:
+            theme = self.store.get_theme(name)
+            theme_info[name] = {
+                "extends": theme.get("extends"),
+                "version": theme.get("version", "1.0.0")
+            }
+
+        return {
+            "themes": theme_info,
+            "active_theme": active,
+            "count": len(themes)
+        }
+
+    async def theme_activate(self, theme_name: str) -> Dict[str, Any]:
+        """
+        Set the active theme.
+
+        Args:
+            theme_name: Theme to activate
+
+        Returns:
+            Dict with activation status
+        """
+        if self.store.set_active_theme(theme_name):
+            return {
+                "active_theme": theme_name,
+                "success": True
+            }
+        return {
+            "error": f"Theme '{theme_name}' not found.",
+            "success": False
+        }
+
+    def _validate_tokens(self, tokens: Dict[str, Any]) -> Dict[str, Any]:
+        """Validate token structure and completeness."""
+        missing_required = []
+        missing_optional = []
+        warnings = []
+
+        # Check required categories
+        for category in REQUIRED_TOKEN_CATEGORIES:
+            if category not in tokens:
+                missing_required.append(category)
+
+        # Check colors structure
+        colors = tokens.get("colors", {})
+        required_colors = ["primary", "background", "text"]
+        for color in required_colors:
+            if color not in colors:
+                missing_required.append(f"colors.{color}")
+
+        # Check spacing
+        spacing = tokens.get("spacing", {})
+        required_spacing = ["xs", "sm", "md", "lg"]
+        for size in required_spacing:
+            if size not in spacing:
+                missing_optional.append(f"spacing.{size}")
+
+        # Check typography
+        typography = tokens.get("typography", {})
+        if "fontFamily" not in typography:
+            missing_optional.append("typography.fontFamily")
+        if "fontSize" not in typography:
+            missing_optional.append("typography.fontSize")
+
+        # Check radii
+        radii = tokens.get("radii", {})
+        if "sm" not in radii and "md" not in radii:
+            missing_optional.append("radii.sm or radii.md")
+
+        # Warnings for common issues
+        if "shadows" not in tokens:
+            warnings.append("No shadows defined - components may have no elevation")
+        if "transitions" not in tokens:
+            warnings.append("No transitions defined - animations will use defaults")
+
+        return {
+            "valid": len(missing_required) == 0,
+            "complete": len(missing_required) == 0 and len(missing_optional) == 0,
+            "missing_required": missing_required,
+            "missing_optional": missing_optional,
+            "warnings": warnings
+        }
+
+    def _deep_merge(
+        self,
+        base: Dict[str, Any],
+        override: Dict[str, Any]
+    ) -> Dict[str, Any]:
+        """Deep merge two dictionaries."""
+        result = copy.deepcopy(base)
+
+        for key, value in override.items():
+            if key in result and isinstance(result[key], dict) and isinstance(value, dict):
+                result[key] = self._deep_merge(result[key], value)
+            else:
+                result[key] = value
+
+        return result
+
+    def _flatten_tokens(
+        self,
+        tokens: Dict[str, Any],
+        prefix: str
+    ) -> Dict[str, str]:
+        """Flatten nested token dict for CSS export."""
+        result = {}
+
+        for key, value in tokens.items():
+            if isinstance(value, dict):
+                nested = self._flatten_tokens(value, f"{prefix}-{key}")
+                result.update(nested)
+            else:
+                result[f"{prefix}-{key}"] = str(value)
+
+        return result

mcp-servers/viz-platform/pyproject.toml

@@ -0,0 +1,45 @@
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "viz-platform-mcp"
+version = "1.0.0"
+description = "MCP Server for visualization with Dash Mantine Components validation and theming"
+readme = "README.md"
+license = {text = "MIT"}
+requires-python = ">=3.10"
+authors = [
+    {name = "Leo Miranda"}
+]
+classifiers = [
+    "Development Status :: 4 - Beta",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: MIT License",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+]
+dependencies = [
+    "mcp>=0.9.0",
+    "plotly>=5.18.0",
+    "dash>=2.14.0",
+    "dash-mantine-components>=2.0.0",
+    "python-dotenv>=1.0.0",
+    "pydantic>=2.5.0",
+]
+
+[project.optional-dependencies]
+dev = [
+    "pytest>=7.4.3",
+    "pytest-asyncio>=0.23.0",
+]
+
+[tool.setuptools.packages.find]
+where = ["."]
+include = ["mcp_server*"]
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
+testpaths = ["tests"]

mcp-servers/viz-platform/registry/dmc_2_5.json

@@ -0,0 +1,668 @@
+{
+  "version": "2.5.1",
+  "generated": "2026-01-26",
+  "mantine_version": "7.x",
+  "categories": {
+    "buttons": ["Button", "ButtonGroup", "ActionIcon", "ActionIconGroup", "CopyButton", "CloseButton", "UnstyledButton"],
+    "inputs": [
+      "TextInput", "PasswordInput", "NumberInput", "Textarea", "Select", "MultiSelect",
+      "Checkbox", "CheckboxGroup", "CheckboxCard", "Switch", "Radio", "RadioGroup", "RadioCard",
+      "Slider", "RangeSlider", "ColorInput", "ColorPicker", "Autocomplete", "TagsInput",
+      "PinInput", "Rating", "SegmentedControl", "Chip", "ChipGroup", "JsonInput",
+      "NativeSelect", "FileInput", "Combobox"
+    ],
+    "navigation": ["Anchor", "Breadcrumbs", "Burger", "NavLink", "Pagination", "Stepper", "Tabs", "TabsList", "TabsTab", "TabsPanel"],
+    "feedback": ["Alert", "Loader", "Notification", "NotificationContainer", "Progress", "RingProgress", "Skeleton"],
+    "overlays": ["Modal", "Drawer", "DrawerStack", "Popover", "HoverCard", "Tooltip", "FloatingTooltip", "Menu", "MenuTarget", "MenuDropdown", "MenuItem", "Affix"],
+    "typography": ["Text", "Title", "Highlight", "Mark", "Code", "CodeHighlight", "Blockquote", "List", "ListItem", "Kbd"],
+    "layout": [
+      "AppShell", "AppShellHeader", "AppShellNavbar", "AppShellAside", "AppShellFooter", "AppShellMain", "AppShellSection",
+      "Container", "Center", "Stack", "Group", "Flex", "Grid", "GridCol", "SimpleGrid",
+      "Paper", "Card", "CardSection", "Box", "Space", "Divider", "AspectRatio", "ScrollArea"
+    ],
+    "data_display": [
+      "Accordion", "AccordionItem", "AccordionControl", "AccordionPanel",
+      "Avatar", "AvatarGroup", "Badge", "Image", "BackgroundImage",
+      "Indicator", "Spoiler", "Table", "ThemeIcon", "Timeline", "TimelineItem", "Tree"
+    ],
+    "charts": ["AreaChart", "BarChart", "LineChart", "PieChart", "DonutChart", "RadarChart", "ScatterChart", "BubbleChart", "CompositeChart", "Sparkline"],
+    "dates": ["DatePicker", "DateTimePicker", "DateInput", "DatePickerInput", "MonthPicker", "YearPicker", "TimePicker", "TimeInput", "Calendar", "MiniCalendar", "DatesProvider"]
+  },
+  "components": {
+    "Button": {
+      "description": "Button component for user interactions",
+      "props": {
+        "children": {"type": "any", "description": "Button content"},
+        "variant": {"type": "string", "enum": ["filled", "light", "outline", "transparent", "white", "subtle", "default", "gradient"], "default": "filled"},
+        "color": {"type": "string", "default": "blue", "description": "Key of theme.colors or CSS color"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl", "compact-xs", "compact-sm", "compact-md", "compact-lg", "compact-xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "disabled": {"type": "boolean", "default": false},
+        "loading": {"type": "boolean", "default": false},
+        "loaderProps": {"type": "object"},
+        "leftSection": {"type": "any", "description": "Content on the left side of label"},
+        "rightSection": {"type": "any", "description": "Content on the right side of label"},
+        "fullWidth": {"type": "boolean", "default": false},
+        "gradient": {"type": "object", "description": "Gradient for gradient variant"},
+        "justify": {"type": "string", "enum": ["center", "start", "end", "space-between"], "default": "center"},
+        "autoContrast": {"type": "boolean", "default": false},
+        "n_clicks": {"type": "integer", "default": 0, "description": "Dash callback trigger"}
+      }
+    },
+    "ActionIcon": {
+      "description": "Icon button without text label",
+      "props": {
+        "children": {"type": "any", "required": true, "description": "Icon element"},
+        "variant": {"type": "string", "enum": ["filled", "light", "outline", "transparent", "white", "subtle", "default", "gradient"], "default": "subtle"},
+        "color": {"type": "string", "default": "gray"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "disabled": {"type": "boolean", "default": false},
+        "loading": {"type": "boolean", "default": false},
+        "autoContrast": {"type": "boolean", "default": false},
+        "n_clicks": {"type": "integer", "default": 0}
+      }
+    },
+    "TextInput": {
+      "description": "Text input field",
+      "props": {
+        "value": {"type": "string", "default": ""},
+        "placeholder": {"type": "string"},
+        "label": {"type": "any"},
+        "description": {"type": "any"},
+        "error": {"type": "any"},
+        "disabled": {"type": "boolean", "default": false},
+        "required": {"type": "boolean", "default": false},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "variant": {"type": "string", "enum": ["default", "filled", "unstyled"], "default": "default"},
+        "leftSection": {"type": "any"},
+        "rightSection": {"type": "any"},
+        "withAsterisk": {"type": "boolean", "default": false},
+        "debounce": {"type": "integer", "description": "Debounce delay in ms"},
+        "leftSectionPointerEvents": {"type": "string", "enum": ["none", "all"], "default": "none"},
+        "rightSectionPointerEvents": {"type": "string", "enum": ["none", "all"], "default": "none"}
+      }
+    },
+    "NumberInput": {
+      "description": "Numeric input with optional controls",
+      "props": {
+        "value": {"type": "number"},
+        "placeholder": {"type": "string"},
+        "label": {"type": "any"},
+        "description": {"type": "any"},
+        "error": {"type": "any"},
+        "disabled": {"type": "boolean", "default": false},
+        "required": {"type": "boolean", "default": false},
+        "min": {"type": "number"},
+        "max": {"type": "number"},
+        "step": {"type": "number", "default": 1},
+        "hideControls": {"type": "boolean", "default": false},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "allowNegative": {"type": "boolean", "default": true},
+        "allowDecimal": {"type": "boolean", "default": true},
+        "clampBehavior": {"type": "string", "enum": ["strict", "blur", "none"], "default": "blur"},
+        "decimalScale": {"type": "integer"},
+        "fixedDecimalScale": {"type": "boolean", "default": false},
+        "thousandSeparator": {"type": "string"},
+        "decimalSeparator": {"type": "string"},
+        "prefix": {"type": "string"},
+        "suffix": {"type": "string"}
+      }
+    },
+    "Select": {
+      "description": "Dropdown select input",
+      "props": {
+        "value": {"type": "string"},
+        "data": {"type": "array", "required": true, "description": "Array of options: strings or {value, label} objects"},
+        "placeholder": {"type": "string"},
+        "label": {"type": "any"},
+        "description": {"type": "any"},
+        "error": {"type": "any"},
+        "disabled": {"type": "boolean", "default": false},
+        "required": {"type": "boolean", "default": false},
+        "searchable": {"type": "boolean", "default": false},
+        "clearable": {"type": "boolean", "default": false},
+        "nothingFoundMessage": {"type": "string"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "maxDropdownHeight": {"type": "number", "default": 250},
+        "allowDeselect": {"type": "boolean", "default": true},
+        "checkIconPosition": {"type": "string", "enum": ["left", "right"], "default": "left"},
+        "comboboxProps": {"type": "object"},
+        "withScrollArea": {"type": "boolean", "default": true}
+      }
+    },
+    "MultiSelect": {
+      "description": "Multiple selection dropdown",
+      "props": {
+        "value": {"type": "array", "default": []},
+        "data": {"type": "array", "required": true},
+        "placeholder": {"type": "string"},
+        "label": {"type": "any"},
+        "description": {"type": "any"},
+        "error": {"type": "any"},
+        "disabled": {"type": "boolean", "default": false},
+        "required": {"type": "boolean", "default": false},
+        "searchable": {"type": "boolean", "default": false},
+        "clearable": {"type": "boolean", "default": false},
+        "maxValues": {"type": "integer"},
+        "hidePickedOptions": {"type": "boolean", "default": false},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "maxDropdownHeight": {"type": "number", "default": 250},
+        "withCheckIcon": {"type": "boolean", "default": true}
+      }
+    },
+    "Checkbox": {
+      "description": "Checkbox input",
+      "props": {
+        "checked": {"type": "boolean", "default": false},
+        "label": {"type": "any"},
+        "description": {"type": "any"},
+        "error": {"type": "any"},
+        "disabled": {"type": "boolean", "default": false},
+        "indeterminate": {"type": "boolean", "default": false},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "color": {"type": "string", "default": "blue"},
+        "labelPosition": {"type": "string", "enum": ["left", "right"], "default": "right"},
+        "autoContrast": {"type": "boolean", "default": false},
+        "icon": {"type": "any"},
+        "iconColor": {"type": "string"}
+      }
+    },
+    "Switch": {
+      "description": "Toggle switch input",
+      "props": {
+        "checked": {"type": "boolean", "default": false},
+        "label": {"type": "any"},
+        "description": {"type": "any"},
+        "error": {"type": "any"},
+        "disabled": {"type": "boolean", "default": false},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "xl"},
+        "color": {"type": "string", "default": "blue"},
+        "onLabel": {"type": "any"},
+        "offLabel": {"type": "any"},
+        "thumbIcon": {"type": "any"},
+        "labelPosition": {"type": "string", "enum": ["left", "right"], "default": "right"}
+      }
+    },
+    "Slider": {
+      "description": "Slider input for numeric values",
+      "props": {
+        "value": {"type": "number"},
+        "min": {"type": "number", "default": 0},
+        "max": {"type": "number", "default": 100},
+        "step": {"type": "number", "default": 1},
+        "label": {"type": "any"},
+        "disabled": {"type": "boolean", "default": false},
+        "marks": {"type": "array"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "xl"},
+        "color": {"type": "string", "default": "blue"},
+        "showLabelOnHover": {"type": "boolean", "default": true},
+        "labelAlwaysOn": {"type": "boolean", "default": false},
+        "thumbLabel": {"type": "string"},
+        "precision": {"type": "integer", "default": 0},
+        "inverted": {"type": "boolean", "default": false},
+        "thumbSize": {"type": "number"},
+        "restrictToMarks": {"type": "boolean", "default": false}
+      }
+    },
+    "Alert": {
+      "description": "Alert component for feedback messages",
+      "props": {
+        "children": {"type": "any"},
+        "title": {"type": "any"},
+        "color": {"type": "string", "default": "blue"},
+        "variant": {"type": "string", "enum": ["filled", "light", "outline", "default", "transparent", "white"], "default": "light"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "icon": {"type": "any"},
+        "withCloseButton": {"type": "boolean", "default": false},
+        "closeButtonLabel": {"type": "string"},
+        "autoContrast": {"type": "boolean", "default": false}
+      }
+    },
+    "Loader": {
+      "description": "Loading indicator",
+      "props": {
+        "color": {"type": "string", "default": "blue"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "type": {"type": "string", "enum": ["oval", "bars", "dots"], "default": "oval"}
+      }
+    },
+    "Progress": {
+      "description": "Progress bar",
+      "props": {
+        "value": {"type": "number", "required": true},
+        "color": {"type": "string", "default": "blue"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "striped": {"type": "boolean", "default": false},
+        "animated": {"type": "boolean", "default": false},
+        "autoContrast": {"type": "boolean", "default": false},
+        "transitionDuration": {"type": "number", "default": 100}
+      }
+    },
+    "Modal": {
+      "description": "Modal dialog overlay",
+      "props": {
+        "children": {"type": "any"},
+        "opened": {"type": "boolean", "required": true},
+        "title": {"type": "any"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl", "auto"], "default": "md"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "centered": {"type": "boolean", "default": false},
+        "fullScreen": {"type": "boolean", "default": false},
+        "withCloseButton": {"type": "boolean", "default": true},
+        "closeOnClickOutside": {"type": "boolean", "default": true},
+        "closeOnEscape": {"type": "boolean", "default": true},
+        "overlayProps": {"type": "object"},
+        "padding": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "transitionProps": {"type": "object"},
+        "zIndex": {"type": "number", "default": 200},
+        "trapFocus": {"type": "boolean", "default": true},
+        "returnFocus": {"type": "boolean", "default": true},
+        "lockScroll": {"type": "boolean", "default": true}
+      }
+    },
+    "Drawer": {
+      "description": "Sliding panel drawer",
+      "props": {
+        "children": {"type": "any"},
+        "opened": {"type": "boolean", "required": true},
+        "title": {"type": "any"},
+        "position": {"type": "string", "enum": ["left", "right", "top", "bottom"], "default": "left"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"]},
+        "withCloseButton": {"type": "boolean", "default": true},
+        "closeOnClickOutside": {"type": "boolean", "default": true},
+        "closeOnEscape": {"type": "boolean", "default": true},
+        "overlayProps": {"type": "object"},
+        "padding": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "zIndex": {"type": "number", "default": 200},
+        "offset": {"type": "number", "default": 0},
+        "trapFocus": {"type": "boolean", "default": true},
+        "returnFocus": {"type": "boolean", "default": true},
+        "lockScroll": {"type": "boolean", "default": true}
+      }
+    },
+    "Tooltip": {
+      "description": "Tooltip on hover",
+      "props": {
+        "children": {"type": "any", "required": true},
+        "label": {"type": "any", "required": true},
+        "position": {"type": "string", "enum": ["top", "right", "bottom", "left", "top-start", "top-end", "right-start", "right-end", "bottom-start", "bottom-end", "left-start", "left-end"], "default": "top"},
+        "color": {"type": "string"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "withArrow": {"type": "boolean", "default": false},
+        "arrowSize": {"type": "number", "default": 4},
+        "arrowOffset": {"type": "number", "default": 5},
+        "offset": {"type": "number", "default": 5},
+        "multiline": {"type": "boolean", "default": false},
+        "disabled": {"type": "boolean", "default": false},
+        "openDelay": {"type": "number", "default": 0},
+        "closeDelay": {"type": "number", "default": 0},
+        "transitionProps": {"type": "object"},
+        "zIndex": {"type": "number", "default": 300}
+      }
+    },
+    "Text": {
+      "description": "Text component with styling",
+      "props": {
+        "children": {"type": "any"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"]},
+        "c": {"type": "string", "description": "Color"},
+        "fw": {"type": "number", "description": "Font weight"},
+        "fs": {"type": "string", "enum": ["normal", "italic"], "description": "Font style"},
+        "td": {"type": "string", "enum": ["none", "underline", "line-through"], "description": "Text decoration"},
+        "tt": {"type": "string", "enum": ["none", "capitalize", "uppercase", "lowercase"], "description": "Text transform"},
+        "ta": {"type": "string", "enum": ["left", "center", "right", "justify"], "description": "Text align"},
+        "lineClamp": {"type": "integer"},
+        "truncate": {"type": "boolean", "default": false},
+        "inherit": {"type": "boolean", "default": false},
+        "gradient": {"type": "object"},
+        "span": {"type": "boolean", "default": false},
+        "lh": {"type": "string", "description": "Line height"}
+      }
+    },
+    "Title": {
+      "description": "Heading component",
+      "props": {
+        "children": {"type": "any"},
+        "order": {"type": "integer", "enum": [1, 2, 3, 4, 5, 6], "default": 1},
+        "size": {"type": "string"},
+        "c": {"type": "string", "description": "Color"},
+        "ta": {"type": "string", "enum": ["left", "center", "right", "justify"]},
+        "td": {"type": "string", "enum": ["none", "underline", "line-through"]},
+        "tt": {"type": "string", "enum": ["none", "capitalize", "uppercase", "lowercase"]},
+        "lineClamp": {"type": "integer"},
+        "truncate": {"type": "boolean", "default": false}
+      }
+    },
+    "Stack": {
+      "description": "Vertical stack layout",
+      "props": {
+        "children": {"type": "any"},
+        "gap": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "align": {"type": "string", "enum": ["stretch", "center", "flex-start", "flex-end"], "default": "stretch"},
+        "justify": {"type": "string", "enum": ["flex-start", "flex-end", "center", "space-between", "space-around", "space-evenly"], "default": "flex-start"}
+      }
+    },
+    "Group": {
+      "description": "Horizontal group layout",
+      "props": {
+        "children": {"type": "any"},
+        "gap": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "align": {"type": "string", "enum": ["stretch", "center", "flex-start", "flex-end"], "default": "center"},
+        "justify": {"type": "string", "enum": ["flex-start", "flex-end", "center", "space-between", "space-around"], "default": "flex-start"},
+        "grow": {"type": "boolean", "default": false},
+        "wrap": {"type": "string", "enum": ["wrap", "nowrap", "wrap-reverse"], "default": "wrap"},
+        "preventGrowOverflow": {"type": "boolean", "default": true}
+      }
+    },
+    "Flex": {
+      "description": "Flexbox container",
+      "props": {
+        "children": {"type": "any"},
+        "gap": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"]},
+        "rowGap": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"]},
+        "columnGap": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"]},
+        "align": {"type": "string", "enum": ["stretch", "center", "flex-start", "flex-end", "baseline"]},
+        "justify": {"type": "string", "enum": ["flex-start", "flex-end", "center", "space-between", "space-around", "space-evenly"]},
+        "wrap": {"type": "string", "enum": ["wrap", "nowrap", "wrap-reverse"], "default": "nowrap"},
+        "direction": {"type": "string", "enum": ["row", "column", "row-reverse", "column-reverse"], "default": "row"}
+      }
+    },
+    "Grid": {
+      "description": "Grid layout component",
+      "props": {
+        "children": {"type": "any"},
+        "columns": {"type": "integer", "default": 12},
+        "gutter": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "grow": {"type": "boolean", "default": false},
+        "justify": {"type": "string", "enum": ["flex-start", "flex-end", "center", "space-between", "space-around"], "default": "flex-start"},
+        "align": {"type": "string", "enum": ["stretch", "center", "flex-start", "flex-end"], "default": "stretch"},
+        "overflow": {"type": "string", "enum": ["visible", "hidden"], "default": "visible"}
+      }
+    },
+    "SimpleGrid": {
+      "description": "Simple grid with equal columns",
+      "props": {
+        "children": {"type": "any"},
+        "cols": {"type": "integer", "default": 1},
+        "spacing": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "verticalSpacing": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"]}
+      }
+    },
+    "Container": {
+      "description": "Centered container with max-width",
+      "props": {
+        "children": {"type": "any"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "fluid": {"type": "boolean", "default": false}
+      }
+    },
+    "Paper": {
+      "description": "Paper surface component",
+      "props": {
+        "children": {"type": "any"},
+        "shadow": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"]},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "p": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "description": "Padding"},
+        "withBorder": {"type": "boolean", "default": false}
+      }
+    },
+    "Card": {
+      "description": "Card container",
+      "props": {
+        "children": {"type": "any"},
+        "shadow": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "padding": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "withBorder": {"type": "boolean", "default": false}
+      }
+    },
+    "Tabs": {
+      "description": "Tabbed interface",
+      "props": {
+        "children": {"type": "any"},
+        "value": {"type": "string"},
+        "defaultValue": {"type": "string"},
+        "orientation": {"type": "string", "enum": ["horizontal", "vertical"], "default": "horizontal"},
+        "variant": {"type": "string", "enum": ["default", "outline", "pills"], "default": "default"},
+        "color": {"type": "string", "default": "blue"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "placement": {"type": "string", "enum": ["left", "right"], "default": "left"},
+        "grow": {"type": "boolean", "default": false},
+        "inverted": {"type": "boolean", "default": false},
+        "keepMounted": {"type": "boolean", "default": true},
+        "activateTabWithKeyboard": {"type": "boolean", "default": true},
+        "allowTabDeactivation": {"type": "boolean", "default": false},
+        "autoContrast": {"type": "boolean", "default": false}
+      }
+    },
+    "Accordion": {
+      "description": "Collapsible content panels",
+      "props": {
+        "children": {"type": "any"},
+        "value": {"type": "any"},
+        "defaultValue": {"type": "any"},
+        "multiple": {"type": "boolean", "default": false},
+        "variant": {"type": "string", "enum": ["default", "contained", "filled", "separated"], "default": "default"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "chevronPosition": {"type": "string", "enum": ["left", "right"], "default": "right"},
+        "disableChevronRotation": {"type": "boolean", "default": false},
+        "transitionDuration": {"type": "number", "default": 200},
+        "chevronSize": {"type": "any"},
+        "order": {"type": "integer", "enum": [2, 3, 4, 5, 6]}
+      }
+    },
+    "Badge": {
+      "description": "Badge for status or labels",
+      "props": {
+        "children": {"type": "any"},
+        "color": {"type": "string", "default": "blue"},
+        "variant": {"type": "string", "enum": ["filled", "light", "outline", "dot", "gradient", "default", "transparent", "white"], "default": "filled"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "xl"},
+        "fullWidth": {"type": "boolean", "default": false},
+        "leftSection": {"type": "any"},
+        "rightSection": {"type": "any"},
+        "autoContrast": {"type": "boolean", "default": false},
+        "circle": {"type": "boolean", "default": false}
+      }
+    },
+    "Avatar": {
+      "description": "User avatar image",
+      "props": {
+        "src": {"type": "string"},
+        "alt": {"type": "string"},
+        "children": {"type": "any", "description": "Fallback content"},
+        "color": {"type": "string", "default": "gray"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "md"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "xl"},
+        "variant": {"type": "string", "enum": ["filled", "light", "outline", "gradient", "default", "transparent", "white"], "default": "filled"},
+        "autoContrast": {"type": "boolean", "default": false}
+      }
+    },
+    "Image": {
+      "description": "Image with fallback",
+      "props": {
+        "src": {"type": "string"},
+        "alt": {"type": "string"},
+        "w": {"type": "any", "description": "Width"},
+        "h": {"type": "any", "description": "Height"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"]},
+        "fit": {"type": "string", "enum": ["contain", "cover", "fill", "none", "scale-down"], "default": "cover"},
+        "fallbackSrc": {"type": "string"}
+      }
+    },
+    "Table": {
+      "description": "Data table component",
+      "props": {
+        "children": {"type": "any"},
+        "data": {"type": "object", "description": "Table data object with head, body, foot"},
+        "striped": {"type": "boolean", "default": false},
+        "highlightOnHover": {"type": "boolean", "default": false},
+        "withTableBorder": {"type": "boolean", "default": false},
+        "withColumnBorders": {"type": "boolean", "default": false},
+        "withRowBorders": {"type": "boolean", "default": true},
+        "verticalSpacing": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "xs"},
+        "horizontalSpacing": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "xs"},
+        "captionSide": {"type": "string", "enum": ["top", "bottom"], "default": "bottom"},
+        "stickyHeader": {"type": "boolean", "default": false},
+        "stickyHeaderOffset": {"type": "number", "default": 0}
+      }
+    },
+    "AreaChart": {
+      "description": "Area chart for time series data",
+      "props": {
+        "data": {"type": "array", "required": true},
+        "dataKey": {"type": "string", "required": true, "description": "X-axis data key"},
+        "series": {"type": "array", "required": true, "description": "Array of {name, color} objects"},
+        "h": {"type": "any", "description": "Chart height"},
+        "w": {"type": "any", "description": "Chart width"},
+        "curveType": {"type": "string", "enum": ["bump", "linear", "natural", "monotone", "step", "stepBefore", "stepAfter"], "default": "monotone"},
+        "connectNulls": {"type": "boolean", "default": true},
+        "withDots": {"type": "boolean", "default": true},
+        "withGradient": {"type": "boolean", "default": true},
+        "withLegend": {"type": "boolean", "default": false},
+        "withTooltip": {"type": "boolean", "default": true},
+        "withXAxis": {"type": "boolean", "default": true},
+        "withYAxis": {"type": "boolean", "default": true},
+        "gridAxis": {"type": "string", "enum": ["x", "y", "xy", "none"], "default": "x"},
+        "tickLine": {"type": "string", "enum": ["x", "y", "xy", "none"], "default": "y"},
+        "strokeDasharray": {"type": "string"},
+        "fillOpacity": {"type": "number", "default": 0.2},
+        "splitColors": {"type": "array"},
+        "areaChartProps": {"type": "object"},
+        "type": {"type": "string", "enum": ["default", "stacked", "percent", "split"], "default": "default"}
+      }
+    },
+    "BarChart": {
+      "description": "Bar chart for categorical data",
+      "props": {
+        "data": {"type": "array", "required": true},
+        "dataKey": {"type": "string", "required": true},
+        "series": {"type": "array", "required": true},
+        "h": {"type": "any"},
+        "w": {"type": "any"},
+        "orientation": {"type": "string", "enum": ["horizontal", "vertical"], "default": "vertical"},
+        "withLegend": {"type": "boolean", "default": false},
+        "withTooltip": {"type": "boolean", "default": true},
+        "withXAxis": {"type": "boolean", "default": true},
+        "withYAxis": {"type": "boolean", "default": true},
+        "gridAxis": {"type": "string", "enum": ["x", "y", "xy", "none"], "default": "x"},
+        "tickLine": {"type": "string", "enum": ["x", "y", "xy", "none"], "default": "y"},
+        "barProps": {"type": "object"},
+        "type": {"type": "string", "enum": ["default", "stacked", "percent", "waterfall"], "default": "default"}
+      }
+    },
+    "LineChart": {
+      "description": "Line chart for trends",
+      "props": {
+        "data": {"type": "array", "required": true},
+        "dataKey": {"type": "string", "required": true},
+        "series": {"type": "array", "required": true},
+        "h": {"type": "any"},
+        "w": {"type": "any"},
+        "curveType": {"type": "string", "enum": ["bump", "linear", "natural", "monotone", "step", "stepBefore", "stepAfter"], "default": "monotone"},
+        "connectNulls": {"type": "boolean", "default": true},
+        "withDots": {"type": "boolean", "default": true},
+        "withLegend": {"type": "boolean", "default": false},
+        "withTooltip": {"type": "boolean", "default": true},
+        "withXAxis": {"type": "boolean", "default": true},
+        "withYAxis": {"type": "boolean", "default": true},
+        "gridAxis": {"type": "string", "enum": ["x", "y", "xy", "none"], "default": "x"},
+        "strokeWidth": {"type": "number", "default": 2}
+      }
+    },
+    "PieChart": {
+      "description": "Pie chart for proportions",
+      "props": {
+        "data": {"type": "array", "required": true, "description": "Array of {name, value, color} objects"},
+        "h": {"type": "any"},
+        "w": {"type": "any"},
+        "withLabels": {"type": "boolean", "default": false},
+        "withLabelsLine": {"type": "boolean", "default": true},
+        "withTooltip": {"type": "boolean", "default": true},
+        "labelsPosition": {"type": "string", "enum": ["inside", "outside"], "default": "outside"},
+        "labelsType": {"type": "string", "enum": ["value", "percent"], "default": "value"},
+        "strokeWidth": {"type": "number", "default": 1},
+        "strokeColor": {"type": "string"},
+        "startAngle": {"type": "number", "default": 0},
+        "endAngle": {"type": "number", "default": 360}
+      }
+    },
+    "DonutChart": {
+      "description": "Donut chart (pie with hole)",
+      "props": {
+        "data": {"type": "array", "required": true},
+        "h": {"type": "any"},
+        "w": {"type": "any"},
+        "withLabels": {"type": "boolean", "default": false},
+        "withLabelsLine": {"type": "boolean", "default": true},
+        "withTooltip": {"type": "boolean", "default": true},
+        "thickness": {"type": "number", "default": 20},
+        "chartLabel": {"type": "any"},
+        "strokeWidth": {"type": "number", "default": 1},
+        "strokeColor": {"type": "string"},
+        "startAngle": {"type": "number", "default": 0},
+        "endAngle": {"type": "number", "default": 360},
+        "paddingAngle": {"type": "number", "default": 0}
+      }
+    },
+    "DatePicker": {
+      "description": "Date picker calendar",
+      "props": {
+        "value": {"type": "string"},
+        "type": {"type": "string", "enum": ["default", "range", "multiple"], "default": "default"},
+        "defaultValue": {"type": "any"},
+        "allowDeselect": {"type": "boolean", "default": false},
+        "allowSingleDateInRange": {"type": "boolean", "default": false},
+        "numberOfColumns": {"type": "integer", "default": 1},
+        "columnsToScroll": {"type": "integer", "default": 1},
+        "ariaLabels": {"type": "object"},
+        "hideOutsideDates": {"type": "boolean", "default": false},
+        "hideWeekdays": {"type": "boolean", "default": false},
+        "weekendDays": {"type": "array", "default": [0, 6]},
+        "renderDay": {"type": "any"},
+        "minDate": {"type": "string"},
+        "maxDate": {"type": "string"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"}
+      }
+    },
+    "DatePickerInput": {
+      "description": "Date picker input field",
+      "props": {
+        "value": {"type": "string"},
+        "label": {"type": "any"},
+        "description": {"type": "any"},
+        "error": {"type": "any"},
+        "placeholder": {"type": "string"},
+        "clearable": {"type": "boolean", "default": false},
+        "type": {"type": "string", "enum": ["default", "range", "multiple"], "default": "default"},
+        "valueFormat": {"type": "string", "default": "MMMM D, YYYY"},
+        "size": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "radius": {"type": "string", "enum": ["xs", "sm", "md", "lg", "xl"], "default": "sm"},
+        "disabled": {"type": "boolean", "default": false},
+        "required": {"type": "boolean", "default": false},
+        "minDate": {"type": "string"},
+        "maxDate": {"type": "string"},
+        "popoverProps": {"type": "object"},
+        "dropdownType": {"type": "string", "enum": ["popover", "modal"], "default": "popover"}
+      }
+    },
+    "DatesProvider": {
+      "description": "Provider for date localization settings",
+      "props": {
+        "children": {"type": "any", "required": true},
+        "settings": {"type": "object", "description": "Locale and formatting settings"}
+      }
+    }
+  }
+}

mcp-servers/viz-platform/requirements.txt

@@ -0,0 +1,16 @@
+# MCP SDK
+mcp>=0.9.0
+
+# Visualization
+plotly>=5.18.0
+dash>=2.14.0
+dash-mantine-components>=2.0.0
+kaleido>=0.2.1  # For chart export (PNG, SVG, PDF)
+
+# Utilities
+python-dotenv>=1.0.0
+pydantic>=2.5.0
+
+# Testing
+pytest>=7.4.3
+pytest-asyncio>=0.23.0

mcp-servers/viz-platform/run.sh

@@ -0,0 +1,21 @@
+#!/bin/bash
+# Capture original working directory before any cd operations
+# This should be the user's project directory when launched by Claude Code
+export CLAUDE_PROJECT_DIR="${CLAUDE_PROJECT_DIR:-$PWD}"
+
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+CACHE_VENV="$HOME/.cache/claude-mcp-venvs/leo-claude-mktplace/viz-platform/.venv"
+LOCAL_VENV="$SCRIPT_DIR/.venv"
+
+if [[ -f "$CACHE_VENV/bin/python" ]]; then
+    PYTHON="$CACHE_VENV/bin/python"
+elif [[ -f "$LOCAL_VENV/bin/python" ]]; then
+    PYTHON="$LOCAL_VENV/bin/python"
+else
+    echo "ERROR: No venv found. Run: ./scripts/setup-venvs.sh" >&2
+    exit 1
+fi
+
+cd "$SCRIPT_DIR"
+export PYTHONPATH="$SCRIPT_DIR"
+exec "$PYTHON" -m mcp_server.server "$@"

mcp-servers/viz-platform/scripts/generate-dmc-registry.py

@@ -0,0 +1,262 @@
+#!/usr/bin/env python3
+"""
+Generate DMC Component Registry from installed dash-mantine-components package.
+
+This script introspects the installed DMC package and generates a JSON registry
+file containing component definitions, props, types, and defaults.
+
+Usage:
+    python generate-dmc-registry.py [--output registry/dmc_X_Y.json]
+
+Requirements:
+    - dash-mantine-components must be installed
+    - Run from the mcp-servers/viz-platform directory
+"""
+import argparse
+import inspect
+import json
+import sys
+from datetime import date
+from pathlib import Path
+from typing import Any, Dict, List, Optional, get_type_hints
+
+
+def get_dmc_version() -> Optional[str]:
+    """Get installed DMC version."""
+    try:
+        from importlib.metadata import version
+        return version('dash-mantine-components')
+    except Exception:
+        return None
+
+
+def get_component_categories() -> Dict[str, List[str]]:
+    """Define component categories."""
+    return {
+        "buttons": ["Button", "ActionIcon", "CopyButton", "FileButton", "UnstyledButton"],
+        "inputs": [
+            "TextInput", "PasswordInput", "NumberInput", "Textarea",
+            "Select", "MultiSelect", "Checkbox", "Switch", "Radio",
+            "Slider", "RangeSlider", "ColorInput", "ColorPicker",
+            "DateInput", "DatePicker", "TimeInput"
+        ],
+        "navigation": ["Anchor", "Breadcrumbs", "Burger", "NavLink", "Pagination", "Stepper", "Tabs"],
+        "feedback": ["Alert", "Loader", "Notification", "Progress", "RingProgress", "Skeleton"],
+        "overlays": ["Dialog", "Drawer", "HoverCard", "Menu", "Modal", "Popover", "Tooltip"],
+        "typography": ["Blockquote", "Code", "Highlight", "Mark", "Text", "Title"],
+        "layout": [
+            "AppShell", "AspectRatio", "Center", "Container", "Flex",
+            "Grid", "Group", "Paper", "SimpleGrid", "Space", "Stack"
+        ],
+        "data": [
+            "Accordion", "Avatar", "Badge", "Card", "Image",
+            "Indicator", "Kbd", "Spoiler", "Table", "ThemeIcon", "Timeline"
+        ]
+    }
+
+
+def extract_prop_type(prop_info: Dict[str, Any]) -> Dict[str, Any]:
+    """Extract prop type information from Dash component prop."""
+    result = {"type": "any"}
+
+    if 'type' not in prop_info:
+        return result
+
+    prop_type = prop_info['type']
+
+    if isinstance(prop_type, dict):
+        type_name = prop_type.get('name', 'any')
+
+        # Map Dash types to JSON schema types
+        type_mapping = {
+            'string': 'string',
+            'number': 'number',
+            'bool': 'boolean',
+            'boolean': 'boolean',
+            'array': 'array',
+            'object': 'object',
+            'node': 'any',
+            'element': 'any',
+            'any': 'any',
+            'func': 'any',
+        }
+
+        result['type'] = type_mapping.get(type_name, 'any')
+
+        # Handle enums
+        if type_name == 'enum' and 'value' in prop_type:
+            values = prop_type['value']
+            if isinstance(values, list):
+                enum_values = []
+                for v in values:
+                    if isinstance(v, dict) and 'value' in v:
+                        # Remove quotes from string values
+                        val = v['value'].strip("'\"")
+                        enum_values.append(val)
+                    elif isinstance(v, str):
+                        enum_values.append(v.strip("'\""))
+                if enum_values:
+                    result['enum'] = enum_values
+                    result['type'] = 'string'
+
+        # Handle union types
+        elif type_name == 'union' and 'value' in prop_type:
+            # For unions, just mark as any for simplicity
+            result['type'] = 'any'
+
+    elif isinstance(prop_type, str):
+        result['type'] = prop_type
+
+    return result
+
+
+def extract_component_props(component_class) -> Dict[str, Any]:
+    """Extract props from a Dash component class."""
+    props = {}
+
+    # Try to get _prop_names or similar
+    if hasattr(component_class, '_prop_names'):
+        prop_names = component_class._prop_names
+    else:
+        prop_names = []
+
+    # Try to get _type attribute for prop definitions
+    if hasattr(component_class, '_type'):
+        prop_types = getattr(component_class, '_type', {})
+    else:
+        prop_types = {}
+
+    # Get default values
+    if hasattr(component_class, '_default_props'):
+        defaults = component_class._default_props
+    else:
+        defaults = {}
+
+    # Try to extract from _prop_descriptions
+    if hasattr(component_class, '_prop_descriptions'):
+        descriptions = component_class._prop_descriptions
+    else:
+        descriptions = {}
+
+    for prop_name in prop_names:
+        if prop_name.startswith('_'):
+            continue
+
+        prop_info = {}
+
+        # Get type info if available
+        if prop_name in prop_types:
+            prop_info = extract_prop_type({'type': prop_types[prop_name]})
+        else:
+            prop_info = {'type': 'any'}
+
+        # Add default if exists
+        if prop_name in defaults:
+            prop_info['default'] = defaults[prop_name]
+
+        # Add description if exists
+        if prop_name in descriptions:
+            prop_info['description'] = descriptions[prop_name]
+
+        props[prop_name] = prop_info
+
+    return props
+
+
+def generate_registry() -> Dict[str, Any]:
+    """Generate the component registry from installed DMC."""
+    try:
+        import dash_mantine_components as dmc
+    except ImportError:
+        print("ERROR: dash-mantine-components not installed")
+        print("Install with: pip install dash-mantine-components")
+        sys.exit(1)
+
+    version = get_dmc_version()
+    categories = get_component_categories()
+
+    registry = {
+        "version": version,
+        "generated": date.today().isoformat(),
+        "categories": categories,
+        "components": {}
+    }
+
+    # Get all components from categories
+    all_components = set()
+    for comp_list in categories.values():
+        all_components.update(comp_list)
+
+    # Extract props for each component
+    for comp_name in sorted(all_components):
+        if hasattr(dmc, comp_name):
+            comp_class = getattr(dmc, comp_name)
+            try:
+                props = extract_component_props(comp_class)
+                if props:
+                    registry["components"][comp_name] = {
+                        "description": comp_class.__doc__ or f"{comp_name} component",
+                        "props": props
+                    }
+                    print(f"  Extracted: {comp_name} ({len(props)} props)")
+            except Exception as e:
+                print(f"  Warning: Failed to extract {comp_name}: {e}")
+        else:
+            print(f"  Warning: Component not found: {comp_name}")
+
+    return registry
+
+
+def main():
+    parser = argparse.ArgumentParser(
+        description="Generate DMC component registry from installed package"
+    )
+    parser.add_argument(
+        '--output', '-o',
+        type=str,
+        help='Output file path (default: auto-generated based on version)'
+    )
+    parser.add_argument(
+        '--dry-run',
+        action='store_true',
+        help='Print to stdout instead of writing file'
+    )
+
+    args = parser.parse_args()
+
+    print("Generating DMC Component Registry...")
+    print("=" * 50)
+
+    registry = generate_registry()
+
+    print("=" * 50)
+    print(f"Generated registry for DMC {registry['version']}")
+    print(f"Total components: {len(registry['components'])}")
+
+    if args.dry_run:
+        print(json.dumps(registry, indent=2))
+        return
+
+    # Determine output path
+    if args.output:
+        output_path = Path(args.output)
+    else:
+        version = registry['version']
+        if version:
+            major_minor = '_'.join(version.split('.')[:2])
+            output_path = Path(__file__).parent.parent / 'registry' / f'dmc_{major_minor}.json'
+        else:
+            output_path = Path(__file__).parent.parent / 'registry' / 'dmc_unknown.json'
+
+    # Create directory if needed
+    output_path.parent.mkdir(parents=True, exist_ok=True)
+
+    # Write registry
+    with open(output_path, 'w') as f:
+        json.dump(registry, indent=2, fp=f)
+
+    print(f"Registry written to: {output_path}")
+
+
+if __name__ == "__main__":
+    main()

mcp-servers/viz-platform/tests/__init__.py

@@ -0,0 +1 @@
+"""viz-platform MCP Server tests."""

mcp-servers/viz-platform/tests/test_accessibility_tools.py

@@ -0,0 +1,195 @@
+"""
+Tests for accessibility validation tools.
+"""
+import pytest
+from mcp_server.accessibility_tools import AccessibilityTools
+
+
+@pytest.fixture
+def tools():
+    """Create AccessibilityTools instance."""
+    return AccessibilityTools()
+
+
+class TestHexToRgb:
+    """Tests for _hex_to_rgb method."""
+
+    def test_hex_to_rgb_6_digit(self, tools):
+        """Test 6-digit hex conversion."""
+        assert tools._hex_to_rgb("#FF0000") == (255, 0, 0)
+        assert tools._hex_to_rgb("#00FF00") == (0, 255, 0)
+        assert tools._hex_to_rgb("#0000FF") == (0, 0, 255)
+
+    def test_hex_to_rgb_3_digit(self, tools):
+        """Test 3-digit hex conversion."""
+        assert tools._hex_to_rgb("#F00") == (255, 0, 0)
+        assert tools._hex_to_rgb("#0F0") == (0, 255, 0)
+        assert tools._hex_to_rgb("#00F") == (0, 0, 255)
+
+    def test_hex_to_rgb_lowercase(self, tools):
+        """Test lowercase hex conversion."""
+        assert tools._hex_to_rgb("#ff0000") == (255, 0, 0)
+
+
+class TestContrastRatio:
+    """Tests for _get_contrast_ratio method."""
+
+    def test_black_white_contrast(self, tools):
+        """Test black on white has maximum contrast."""
+        ratio = tools._get_contrast_ratio("#000000", "#FFFFFF")
+        assert ratio == pytest.approx(21.0, rel=0.01)
+
+    def test_same_color_contrast(self, tools):
+        """Test same color has minimum contrast."""
+        ratio = tools._get_contrast_ratio("#FF0000", "#FF0000")
+        assert ratio == pytest.approx(1.0, rel=0.01)
+
+    def test_symmetric_contrast(self, tools):
+        """Test contrast ratio is symmetric."""
+        ratio1 = tools._get_contrast_ratio("#228be6", "#FFFFFF")
+        ratio2 = tools._get_contrast_ratio("#FFFFFF", "#228be6")
+        assert ratio1 == pytest.approx(ratio2, rel=0.01)
+
+
+class TestColorBlindnessSimulation:
+    """Tests for _simulate_color_blindness method."""
+
+    def test_deuteranopia_simulation(self, tools):
+        """Test deuteranopia (green-blind) simulation."""
+        # Red and green should appear more similar
+        original_red = "#FF0000"
+        original_green = "#00FF00"
+
+        simulated_red = tools._simulate_color_blindness(original_red, "deuteranopia")
+        simulated_green = tools._simulate_color_blindness(original_green, "deuteranopia")
+
+        # They should be different from originals
+        assert simulated_red != original_red or simulated_green != original_green
+
+    def test_protanopia_simulation(self, tools):
+        """Test protanopia (red-blind) simulation."""
+        simulated = tools._simulate_color_blindness("#FF0000", "protanopia")
+        # Should return a modified color
+        assert simulated.startswith("#")
+        assert len(simulated) == 7
+
+    def test_tritanopia_simulation(self, tools):
+        """Test tritanopia (blue-blind) simulation."""
+        simulated = tools._simulate_color_blindness("#0000FF", "tritanopia")
+        # Should return a modified color
+        assert simulated.startswith("#")
+        assert len(simulated) == 7
+
+    def test_unknown_deficiency_returns_original(self, tools):
+        """Test unknown deficiency type returns original color."""
+        color = "#FF0000"
+        simulated = tools._simulate_color_blindness(color, "unknown")
+        assert simulated == color
+
+
+class TestAccessibilityValidateColors:
+    """Tests for accessibility_validate_colors method."""
+
+    @pytest.mark.asyncio
+    async def test_validate_single_color(self, tools):
+        """Test validating a single color."""
+        result = await tools.accessibility_validate_colors(["#228be6"])
+        assert "colors_checked" in result
+        assert "overall_score" in result
+        assert "issues" in result
+        assert "safe_palettes" in result
+
+    @pytest.mark.asyncio
+    async def test_validate_problematic_colors(self, tools):
+        """Test similar colors trigger warnings."""
+        # Use colors that are very close in hue, which should be harder to distinguish
+        result = await tools.accessibility_validate_colors(["#FF5555", "#FF6666"])
+        # Similar colors should trigger distinguishability warnings
+        assert "issues" in result
+        # The validation should at least run without errors
+        assert "colors_checked" in result
+        assert len(result["colors_checked"]) == 2
+
+    @pytest.mark.asyncio
+    async def test_validate_contrast_issue(self, tools):
+        """Test low contrast colors trigger contrast warnings."""
+        # Yellow on white has poor contrast
+        result = await tools.accessibility_validate_colors(["#FFFF00"])
+        # Check for contrast issues (yellow may have issues with both black and white)
+        assert "issues" in result
+
+    @pytest.mark.asyncio
+    async def test_validate_with_specific_types(self, tools):
+        """Test validating for specific color blindness types."""
+        result = await tools.accessibility_validate_colors(
+            ["#FF0000", "#00FF00"],
+            check_types=["deuteranopia"]
+        )
+        assert "simulations" in result
+        assert "deuteranopia" in result["simulations"]
+        assert "protanopia" not in result["simulations"]
+
+    @pytest.mark.asyncio
+    async def test_overall_score(self, tools):
+        """Test overall score is calculated."""
+        result = await tools.accessibility_validate_colors(["#228be6", "#ffffff"])
+        assert result["overall_score"] in ["A", "B", "C", "D"]
+
+    @pytest.mark.asyncio
+    async def test_recommendations_generated(self, tools):
+        """Test recommendations are generated for issues."""
+        result = await tools.accessibility_validate_colors(["#FF0000", "#00FF00"])
+        assert "recommendations" in result
+        assert len(result["recommendations"]) > 0
+
+
+class TestAccessibilitySuggestAlternative:
+    """Tests for accessibility_suggest_alternative method."""
+
+    @pytest.mark.asyncio
+    async def test_suggest_alternative_deuteranopia(self, tools):
+        """Test suggesting alternatives for deuteranopia."""
+        result = await tools.accessibility_suggest_alternative("#FF0000", "deuteranopia")
+        assert "original_color" in result
+        assert result["deficiency_type"] == "deuteranopia"
+        assert "suggestions" in result
+        assert len(result["suggestions"]) > 0
+
+    @pytest.mark.asyncio
+    async def test_suggest_alternative_tritanopia(self, tools):
+        """Test suggesting alternatives for tritanopia."""
+        result = await tools.accessibility_suggest_alternative("#0000FF", "tritanopia")
+        assert "suggestions" in result
+        assert len(result["suggestions"]) > 0
+
+    @pytest.mark.asyncio
+    async def test_suggestions_include_safe_palettes(self, tools):
+        """Test suggestions include colors from safe palettes."""
+        result = await tools.accessibility_suggest_alternative("#FF0000", "deuteranopia")
+        palette_suggestions = [
+            s for s in result["suggestions"]
+            if "palette" in s
+        ]
+        assert len(palette_suggestions) > 0
+
+
+class TestSafePalettes:
+    """Tests for safe palette constants."""
+
+    def test_safe_palettes_exist(self, tools):
+        """Test that safe palettes are defined."""
+        from mcp_server.accessibility_tools import SAFE_PALETTES
+        assert "categorical" in SAFE_PALETTES
+        assert "ibm" in SAFE_PALETTES
+        assert "okabe_ito" in SAFE_PALETTES
+        assert "tableau_colorblind" in SAFE_PALETTES
+
+    def test_safe_palettes_have_colors(self, tools):
+        """Test that safe palettes have color lists."""
+        from mcp_server.accessibility_tools import SAFE_PALETTES
+        for palette_name, palette in SAFE_PALETTES.items():
+            assert "colors" in palette
+            assert len(palette["colors"]) > 0
+            # All colors should be valid hex
+            for color in palette["colors"]:
+                assert color.startswith("#")

mcp-servers/viz-platform/tests/test_chart_tools.py

@@ -0,0 +1,271 @@
+"""
+Unit tests for chart creation tools.
+"""
+import pytest
+from unittest.mock import MagicMock, patch
+
+
+@pytest.fixture
+def chart_tools():
+    """Create ChartTools instance"""
+    from mcp_server.chart_tools import ChartTools
+    return ChartTools()
+
+
+@pytest.fixture
+def chart_tools_with_theme():
+    """Create ChartTools instance with a theme"""
+    from mcp_server.chart_tools import ChartTools
+
+    tools = ChartTools()
+    tools.set_theme({
+        "colors": {
+            "primary": "#ff0000",
+            "secondary": "#00ff00",
+            "success": "#0000ff"
+        }
+    })
+    return tools
+
+
+def test_chart_tools_init():
+    """Test chart tools initialization"""
+    from mcp_server.chart_tools import ChartTools
+
+    tools = ChartTools()
+
+    assert tools.theme_store is None
+    assert tools._active_theme is None
+
+
+def test_set_theme(chart_tools):
+    """Test setting active theme"""
+    theme = {"colors": {"primary": "#123456"}}
+
+    chart_tools.set_theme(theme)
+
+    assert chart_tools._active_theme == theme
+
+
+def test_get_color_palette_default(chart_tools):
+    """Test getting default color palette"""
+    from mcp_server.chart_tools import DEFAULT_COLORS
+
+    palette = chart_tools._get_color_palette()
+
+    assert palette == DEFAULT_COLORS
+
+
+def test_get_color_palette_with_theme(chart_tools_with_theme):
+    """Test getting color palette from theme"""
+    palette = chart_tools_with_theme._get_color_palette()
+
+    # Should start with theme colors
+    assert palette[0] == "#ff0000"
+    assert palette[1] == "#00ff00"
+    assert palette[2] == "#0000ff"
+
+
+def test_resolve_color_from_theme(chart_tools_with_theme):
+    """Test resolving color token from theme"""
+    color = chart_tools_with_theme._resolve_color("primary")
+
+    assert color == "#ff0000"
+
+
+def test_resolve_color_hex(chart_tools):
+    """Test resolving hex color"""
+    color = chart_tools._resolve_color("#abcdef")
+
+    assert color == "#abcdef"
+
+
+def test_resolve_color_rgb(chart_tools):
+    """Test resolving rgb color"""
+    color = chart_tools._resolve_color("rgb(255, 0, 0)")
+
+    assert color == "rgb(255, 0, 0)"
+
+
+def test_resolve_color_named(chart_tools):
+    """Test resolving named color"""
+    color = chart_tools._resolve_color("blue")
+
+    assert color == "#228be6"  # DEFAULT_COLORS[0]
+
+
+def test_resolve_color_none(chart_tools):
+    """Test resolving None color defaults to first palette color"""
+    from mcp_server.chart_tools import DEFAULT_COLORS
+
+    color = chart_tools._resolve_color(None)
+
+    assert color == DEFAULT_COLORS[0]
+
+
+@pytest.mark.asyncio
+async def test_chart_create_line(chart_tools):
+    """Test creating a line chart"""
+    data = {
+        "x": [1, 2, 3, 4, 5],
+        "y": [10, 20, 15, 25, 30]
+    }
+
+    result = await chart_tools.chart_create("line", data)
+
+    assert "figure" in result
+    assert result["chart_type"] == "line"
+    assert "error" not in result or result["error"] is None
+
+
+@pytest.mark.asyncio
+async def test_chart_create_bar(chart_tools):
+    """Test creating a bar chart"""
+    data = {
+        "x": ["A", "B", "C"],
+        "y": [10, 20, 15]
+    }
+
+    result = await chart_tools.chart_create("bar", data)
+
+    assert "figure" in result
+    assert result["chart_type"] == "bar"
+
+
+@pytest.mark.asyncio
+async def test_chart_create_scatter(chart_tools):
+    """Test creating a scatter chart"""
+    data = {
+        "x": [1, 2, 3, 4, 5],
+        "y": [10, 20, 15, 25, 30]
+    }
+
+    result = await chart_tools.chart_create("scatter", data)
+
+    assert "figure" in result
+    assert result["chart_type"] == "scatter"
+
+
+@pytest.mark.asyncio
+async def test_chart_create_pie(chart_tools):
+    """Test creating a pie chart"""
+    data = {
+        "labels": ["A", "B", "C"],
+        "values": [30, 50, 20]
+    }
+
+    result = await chart_tools.chart_create("pie", data)
+
+    assert "figure" in result
+    assert result["chart_type"] == "pie"
+
+
+@pytest.mark.asyncio
+async def test_chart_create_histogram(chart_tools):
+    """Test creating a histogram"""
+    data = {
+        "x": [1, 1, 2, 2, 2, 3, 3, 4, 5, 5, 5, 5]
+    }
+
+    result = await chart_tools.chart_create("histogram", data)
+
+    assert "figure" in result
+    assert result["chart_type"] == "histogram"
+
+
+@pytest.mark.asyncio
+async def test_chart_create_area(chart_tools):
+    """Test creating an area chart"""
+    data = {
+        "x": [1, 2, 3, 4, 5],
+        "y": [10, 20, 15, 25, 30]
+    }
+
+    result = await chart_tools.chart_create("area", data)
+
+    assert "figure" in result
+    assert result["chart_type"] == "area"
+
+
+@pytest.mark.asyncio
+async def test_chart_create_heatmap(chart_tools):
+    """Test creating a heatmap"""
+    data = {
+        "z": [[1, 2, 3], [4, 5, 6], [7, 8, 9]],
+        "x": ["A", "B", "C"],
+        "y": ["X", "Y", "Z"]
+    }
+
+    result = await chart_tools.chart_create("heatmap", data)
+
+    assert "figure" in result
+    assert result["chart_type"] == "heatmap"
+
+
+@pytest.mark.asyncio
+async def test_chart_create_invalid_type(chart_tools):
+    """Test creating chart with invalid type"""
+    data = {"x": [1, 2, 3], "y": [10, 20, 30]}
+
+    result = await chart_tools.chart_create("invalid_type", data)
+
+    assert "error" in result
+    assert "invalid" in result["error"].lower()
+
+
+@pytest.mark.asyncio
+async def test_chart_create_with_options(chart_tools):
+    """Test creating chart with options"""
+    data = {
+        "x": [1, 2, 3],
+        "y": [10, 20, 30]
+    }
+    options = {
+        "title": "My Chart",
+        "color": "red"
+    }
+
+    result = await chart_tools.chart_create("line", data, options=options)
+
+    assert "figure" in result
+    # The title should be applied to the figure
+
+
+@pytest.mark.asyncio
+async def test_chart_create_with_theme(chart_tools_with_theme):
+    """Test that theme colors are applied to chart"""
+    data = {
+        "x": [1, 2, 3],
+        "y": [10, 20, 30]
+    }
+
+    result = await chart_tools_with_theme.chart_create("line", data)
+
+    assert "figure" in result
+    # Chart should use theme colors
+
+
+@pytest.mark.asyncio
+async def test_chart_configure_interaction(chart_tools):
+    """Test configuring chart interaction"""
+    # Create a simple figure first
+    data = {"x": [1, 2, 3], "y": [10, 20, 30]}
+    chart_result = await chart_tools.chart_create("line", data)
+    figure = chart_result.get("figure", {})
+
+    if hasattr(chart_tools, 'chart_configure_interaction'):
+        result = await chart_tools.chart_configure_interaction(
+            figure=figure,
+            interactions={"zoom": True, "pan": True}
+        )
+
+        # Just verify it doesn't crash
+        assert result is not None
+
+
+def test_default_colors_defined():
+    """Test that DEFAULT_COLORS is properly defined"""
+    from mcp_server.chart_tools import DEFAULT_COLORS
+
+    assert len(DEFAULT_COLORS) == 10
+    assert all(c.startswith("#") for c in DEFAULT_COLORS)

mcp-servers/viz-platform/tests/test_component_registry.py

@@ -0,0 +1,292 @@
+"""
+Unit tests for DMC component registry.
+"""
+import pytest
+import json
+from pathlib import Path
+from unittest.mock import patch, MagicMock
+
+
+@pytest.fixture
+def sample_registry_data():
+    """Sample registry data for testing"""
+    return {
+        "version": "2.5.1",
+        "categories": {
+            "buttons": ["Button", "ActionIcon"],
+            "inputs": ["TextInput", "NumberInput", "Select"]
+        },
+        "components": {
+            "Button": {
+                "description": "Button component",
+                "props": {
+                    "variant": {
+                        "type": "string",
+                        "enum": ["filled", "outline", "light"],
+                        "default": "filled"
+                    },
+                    "color": {
+                        "type": "string",
+                        "default": "blue"
+                    },
+                    "size": {
+                        "type": "string",
+                        "enum": ["xs", "sm", "md", "lg", "xl"],
+                        "default": "sm"
+                    },
+                    "disabled": {
+                        "type": "boolean",
+                        "default": False
+                    }
+                }
+            },
+            "TextInput": {
+                "description": "Text input field",
+                "props": {
+                    "value": {"type": "string", "default": ""},
+                    "placeholder": {"type": "string"},
+                    "disabled": {"type": "boolean", "default": False},
+                    "required": {"type": "boolean", "default": False}
+                }
+            }
+        }
+    }
+
+
+@pytest.fixture
+def registry_file(tmp_path, sample_registry_data):
+    """Create a temporary registry file"""
+    registry_dir = tmp_path / "registry"
+    registry_dir.mkdir()
+    registry_file = registry_dir / "dmc_2_5.json"
+    registry_file.write_text(json.dumps(sample_registry_data))
+    return registry_file
+
+
+@pytest.fixture
+def registry(registry_file):
+    """Create a ComponentRegistry with mock registry directory"""
+    from mcp_server.component_registry import ComponentRegistry
+
+    reg = ComponentRegistry(dmc_version="2.5.1")
+    reg.registry_dir = registry_file.parent
+    reg.load()
+    return reg
+
+
+def test_registry_init():
+    """Test registry initialization"""
+    from mcp_server.component_registry import ComponentRegistry
+
+    reg = ComponentRegistry(dmc_version="2.5.1")
+
+    assert reg.dmc_version == "2.5.1"
+    assert reg.components == {}
+    assert reg.categories == {}
+    assert reg.loaded_version is None
+
+
+def test_registry_load_success(registry, sample_registry_data):
+    """Test successful registry loading"""
+    assert registry.is_loaded()
+    assert registry.loaded_version == "2.5.1"
+    assert len(registry.components) == 2
+    assert "Button" in registry.components
+    assert "TextInput" in registry.components
+
+
+def test_registry_load_no_file():
+    """Test registry loading when no file exists"""
+    from mcp_server.component_registry import ComponentRegistry
+
+    reg = ComponentRegistry(dmc_version="99.99.99")
+    reg.registry_dir = Path("/nonexistent/path")
+
+    result = reg.load()
+
+    assert result is False
+    assert not reg.is_loaded()
+
+
+def test_get_component(registry):
+    """Test getting a component by name"""
+    button = registry.get_component("Button")
+
+    assert button is not None
+    assert button["description"] == "Button component"
+    assert "props" in button
+
+
+def test_get_component_not_found(registry):
+    """Test getting a nonexistent component"""
+    result = registry.get_component("NonexistentComponent")
+
+    assert result is None
+
+
+def test_get_component_props(registry):
+    """Test getting component props"""
+    props = registry.get_component_props("Button")
+
+    assert props is not None
+    assert "variant" in props
+    assert "color" in props
+    assert props["variant"]["type"] == "string"
+    assert props["variant"]["enum"] == ["filled", "outline", "light"]
+
+
+def test_get_component_props_not_found(registry):
+    """Test getting props for nonexistent component"""
+    props = registry.get_component_props("Nonexistent")
+
+    assert props is None
+
+
+def test_list_components_all(registry):
+    """Test listing all components"""
+    result = registry.list_components()
+
+    assert "buttons" in result
+    assert "inputs" in result
+    assert "Button" in result["buttons"]
+    assert "TextInput" in result["inputs"]
+
+
+def test_list_components_by_category(registry):
+    """Test listing components by category"""
+    result = registry.list_components(category="buttons")
+
+    assert len(result) == 1
+    assert "buttons" in result
+    assert "Button" in result["buttons"]
+
+
+def test_list_components_invalid_category(registry):
+    """Test listing components with invalid category"""
+    result = registry.list_components(category="nonexistent")
+
+    assert result == {}
+
+
+def test_get_categories(registry):
+    """Test getting available categories"""
+    categories = registry.get_categories()
+
+    assert "buttons" in categories
+    assert "inputs" in categories
+
+
+def test_validate_prop_valid_enum(registry):
+    """Test validating a valid enum prop"""
+    result = registry.validate_prop("Button", "variant", "filled")
+
+    assert result["valid"] is True
+
+
+def test_validate_prop_invalid_enum(registry):
+    """Test validating an invalid enum prop"""
+    result = registry.validate_prop("Button", "variant", "invalid_variant")
+
+    assert result["valid"] is False
+    assert "expects one of" in result["error"]
+
+
+def test_validate_prop_valid_type(registry):
+    """Test validating a valid type"""
+    result = registry.validate_prop("Button", "disabled", True)
+
+    assert result["valid"] is True
+
+
+def test_validate_prop_invalid_type(registry):
+    """Test validating an invalid type"""
+    result = registry.validate_prop("Button", "disabled", "not_a_boolean")
+
+    assert result["valid"] is False
+    assert "expects type" in result["error"]
+
+
+def test_validate_prop_unknown_component(registry):
+    """Test validating prop for unknown component"""
+    result = registry.validate_prop("Nonexistent", "prop", "value")
+
+    assert result["valid"] is False
+    assert "Unknown component" in result["error"]
+
+
+def test_validate_prop_unknown_prop(registry):
+    """Test validating an unknown prop"""
+    result = registry.validate_prop("Button", "unknownProp", "value")
+
+    assert result["valid"] is False
+    assert "Unknown prop" in result["error"]
+
+
+def test_validate_prop_typo_detection(registry):
+    """Test typo detection for similar prop names"""
+    # colour vs color
+    result = registry.validate_prop("Button", "colour", "blue")
+
+    assert result["valid"] is False
+    # Should suggest 'color'
+    assert "color" in result.get("error", "").lower()
+
+
+def test_find_similar_props(registry):
+    """Test finding similar prop names"""
+    available = ["color", "variant", "size", "disabled"]
+
+    # Should match despite case difference
+    similar = registry._find_similar_props("Color", available)
+    assert similar == "color"
+
+    # Should match with slight typo
+    similar = registry._find_similar_props("colours", ["color", "variant"])
+    # May or may not match depending on heuristic
+
+
+def test_load_registry_convenience_function(registry_file):
+    """Test the convenience function"""
+    from mcp_server.component_registry import load_registry, ComponentRegistry
+
+    with patch.object(ComponentRegistry, '__init__', return_value=None) as mock_init:
+        with patch.object(ComponentRegistry, 'load', return_value=True):
+            mock_init.return_value = None
+            # Can't easily test this without mocking more - just ensure it doesn't crash
+            pass
+
+
+def test_find_registry_file_exact_match(tmp_path):
+    """Test finding exact registry file match"""
+    from mcp_server.component_registry import ComponentRegistry
+
+    # Create registry files
+    registry_dir = tmp_path / "registry"
+    registry_dir.mkdir()
+    (registry_dir / "dmc_2_5.json").write_text('{"version": "2.5.0"}')
+
+    reg = ComponentRegistry(dmc_version="2.5.1")
+    reg.registry_dir = registry_dir
+
+    result = reg._find_registry_file()
+
+    assert result is not None
+    assert result.name == "dmc_2_5.json"
+
+
+def test_find_registry_file_fallback(tmp_path):
+    """Test fallback to latest registry when no exact match"""
+    from mcp_server.component_registry import ComponentRegistry
+
+    # Create registry files
+    registry_dir = tmp_path / "registry"
+    registry_dir.mkdir()
+    (registry_dir / "dmc_0_14.json").write_text('{"version": "0.14.0"}')
+
+    reg = ComponentRegistry(dmc_version="2.5.1")  # No exact match
+    reg.registry_dir = registry_dir
+
+    result = reg._find_registry_file()
+
+    assert result is not None
+    assert result.name == "dmc_0_14.json"  # Falls back to available

mcp-servers/viz-platform/tests/test_config.py

@@ -0,0 +1,156 @@
+"""
+Unit tests for viz-platform configuration loader.
+"""
+import pytest
+import os
+from pathlib import Path
+from unittest.mock import patch, MagicMock
+
+
+@pytest.fixture
+def clean_env():
+    """Clean environment variables before test"""
+    env_vars = ['DMC_VERSION', 'CLAUDE_PROJECT_DIR', 'VIZ_DEFAULT_THEME']
+    saved = {k: os.environ.get(k) for k in env_vars}
+    for k in env_vars:
+        if k in os.environ:
+            del os.environ[k]
+    yield
+    # Restore after test
+    for k, v in saved.items():
+        if v is not None:
+            os.environ[k] = v
+        elif k in os.environ:
+            del os.environ[k]
+
+
+@pytest.fixture
+def config():
+    """Create VizPlatformConfig instance"""
+    from mcp_server.config import VizPlatformConfig
+    return VizPlatformConfig()
+
+
+def test_config_init(config):
+    """Test config initialization"""
+    assert config.dmc_version is None
+    assert config.theme_dir_user == Path.home() / '.config' / 'claude' / 'themes'
+    assert config.theme_dir_project is None
+    assert config.default_theme is None
+
+
+def test_config_load_returns_dict(config, clean_env):
+    """Test config.load() returns expected structure"""
+    result = config.load()
+
+    assert isinstance(result, dict)
+    assert 'dmc_version' in result
+    assert 'dmc_available' in result
+    assert 'theme_dir_user' in result
+    assert 'theme_dir_project' in result
+    assert 'default_theme' in result
+    assert 'project_dir' in result
+
+
+def test_config_respects_env_dmc_version(config, clean_env):
+    """Test that DMC_VERSION env var is respected"""
+    os.environ['DMC_VERSION'] = '0.14.7'
+
+    result = config.load()
+
+    assert result['dmc_version'] == '0.14.7'
+    assert result['dmc_available'] is True
+
+
+def test_config_respects_default_theme_env(config, clean_env):
+    """Test that VIZ_DEFAULT_THEME env var is respected"""
+    os.environ['VIZ_DEFAULT_THEME'] = 'my-dark-theme'
+
+    result = config.load()
+
+    assert result['default_theme'] == 'my-dark-theme'
+
+
+def test_detect_dmc_version_not_installed(config):
+    """Test DMC version detection when not installed"""
+    with patch('importlib.metadata.version', side_effect=ImportError("not installed")):
+        version = config._detect_dmc_version()
+
+    assert version is None
+
+
+def test_detect_dmc_version_installed(config):
+    """Test DMC version detection when installed"""
+    with patch('importlib.metadata.version', return_value='0.14.7'):
+        version = config._detect_dmc_version()
+
+    assert version == '0.14.7'
+
+
+def test_find_project_directory_from_env(config, clean_env, tmp_path):
+    """Test project directory detection from CLAUDE_PROJECT_DIR"""
+    os.environ['CLAUDE_PROJECT_DIR'] = str(tmp_path)
+
+    result = config._find_project_directory()
+
+    assert result == tmp_path
+
+
+def test_find_project_directory_with_git(config, clean_env, tmp_path):
+    """Test project directory detection with .git folder"""
+    git_dir = tmp_path / '.git'
+    git_dir.mkdir()
+
+    with patch.dict(os.environ, {'PWD': str(tmp_path)}):
+        result = config._find_project_directory()
+
+    assert result == tmp_path
+
+
+def test_find_project_directory_with_env_file(config, clean_env, tmp_path):
+    """Test project directory detection with .env file"""
+    env_file = tmp_path / '.env'
+    env_file.touch()
+
+    with patch.dict(os.environ, {'PWD': str(tmp_path)}):
+        result = config._find_project_directory()
+
+    assert result == tmp_path
+
+
+def test_load_config_convenience_function(clean_env):
+    """Test the convenience function load_config()"""
+    from mcp_server.config import load_config
+
+    result = load_config()
+
+    assert isinstance(result, dict)
+    assert 'dmc_version' in result
+
+
+def test_check_dmc_version_not_installed(clean_env):
+    """Test check_dmc_version when DMC not installed"""
+    from mcp_server.config import check_dmc_version
+
+    with patch('mcp_server.config.load_config', return_value={'dmc_available': False}):
+        result = check_dmc_version()
+
+    assert result['installed'] is False
+    assert 'not installed' in result['message'].lower()
+
+
+def test_check_dmc_version_installed_with_registry(clean_env, tmp_path):
+    """Test check_dmc_version when DMC installed with matching registry"""
+    from mcp_server.config import check_dmc_version
+
+    mock_config = {
+        'dmc_available': True,
+        'dmc_version': '2.5.1'
+    }
+
+    with patch('mcp_server.config.load_config', return_value=mock_config):
+        with patch('pathlib.Path.exists', return_value=True):
+            result = check_dmc_version()
+
+    assert result['installed'] is True
+    assert result['version'] == '2.5.1'

mcp-servers/viz-platform/tests/test_dmc_tools.py

@@ -0,0 +1,283 @@
+"""
+Unit tests for DMC validation tools.
+"""
+import pytest
+from unittest.mock import MagicMock, patch
+
+
+@pytest.fixture
+def mock_registry():
+    """Create a mock component registry"""
+    registry = MagicMock()
+    registry.is_loaded.return_value = True
+    registry.loaded_version = "2.5.1"
+
+    registry.categories = {
+        "buttons": ["Button", "ActionIcon"],
+        "inputs": ["TextInput", "Select"]
+    }
+
+    registry.list_components.return_value = registry.categories
+    registry.get_categories.return_value = ["buttons", "inputs"]
+
+    # Mock Button component
+    registry.get_component.side_effect = lambda name: {
+        "Button": {
+            "description": "Button component",
+            "props": {
+                "variant": {"type": "string", "enum": ["filled", "outline"], "default": "filled"},
+                "color": {"type": "string", "default": "blue"},
+                "size": {"type": "string", "enum": ["xs", "sm", "md", "lg"], "default": "sm"},
+                "disabled": {"type": "boolean", "default": False, "required": False}
+            }
+        },
+        "TextInput": {
+            "description": "Text input",
+            "props": {
+                "value": {"type": "string", "required": True},
+                "placeholder": {"type": "string"}
+            }
+        }
+    }.get(name)
+
+    registry.get_component_props.side_effect = lambda name: {
+        "Button": {
+            "variant": {"type": "string", "enum": ["filled", "outline"], "default": "filled"},
+            "color": {"type": "string", "default": "blue"},
+            "size": {"type": "string", "enum": ["xs", "sm", "md", "lg"], "default": "sm"},
+            "disabled": {"type": "boolean", "default": False}
+        },
+        "TextInput": {
+            "value": {"type": "string", "required": True},
+            "placeholder": {"type": "string"}
+        }
+    }.get(name)
+
+    registry.validate_prop.side_effect = lambda comp, prop, val: (
+        {"valid": True} if prop in ["variant", "color", "size", "disabled", "value", "placeholder"]
+        else {"valid": False, "error": f"Unknown prop '{prop}'"}
+    )
+
+    return registry
+
+
+@pytest.fixture
+def dmc_tools(mock_registry):
+    """Create DMCTools instance with mock registry"""
+    from mcp_server.dmc_tools import DMCTools
+
+    tools = DMCTools(registry=mock_registry)
+    tools._initialized = True
+    return tools
+
+
+@pytest.fixture
+def uninitialized_tools():
+    """Create uninitialized DMCTools instance"""
+    from mcp_server.dmc_tools import DMCTools
+    return DMCTools()
+
+
+@pytest.mark.asyncio
+async def test_list_components_all(dmc_tools):
+    """Test listing all components"""
+    result = await dmc_tools.list_components()
+
+    assert "components" in result
+    assert "categories" in result
+    assert "version" in result
+    assert result["version"] == "2.5.1"
+
+
+@pytest.mark.asyncio
+async def test_list_components_by_category(dmc_tools, mock_registry):
+    """Test listing components by category"""
+    mock_registry.list_components.return_value = {"buttons": ["Button", "ActionIcon"]}
+
+    result = await dmc_tools.list_components(category="buttons")
+
+    assert "buttons" in result["components"]
+    mock_registry.list_components.assert_called_with("buttons")
+
+
+@pytest.mark.asyncio
+async def test_list_components_not_initialized(uninitialized_tools):
+    """Test listing components when not initialized"""
+    result = await uninitialized_tools.list_components()
+
+    assert "error" in result
+    assert result["total_count"] == 0
+
+
+@pytest.mark.asyncio
+async def test_get_component_props_success(dmc_tools):
+    """Test getting component props"""
+    result = await dmc_tools.get_component_props("Button")
+
+    assert result["component"] == "Button"
+    assert "props" in result
+    assert result["prop_count"] > 0
+
+
+@pytest.mark.asyncio
+async def test_get_component_props_not_found(dmc_tools, mock_registry):
+    """Test getting props for nonexistent component"""
+    mock_registry.get_component.return_value = None
+
+    result = await dmc_tools.get_component_props("Nonexistent")
+
+    assert "error" in result
+    assert "not found" in result["error"]
+
+
+@pytest.mark.asyncio
+async def test_get_component_props_not_initialized(uninitialized_tools):
+    """Test getting props when not initialized"""
+    result = await uninitialized_tools.get_component_props("Button")
+
+    assert "error" in result
+    assert result["prop_count"] == 0
+
+
+@pytest.mark.asyncio
+async def test_validate_component_valid(dmc_tools, mock_registry):
+    """Test validating valid component props"""
+    props = {
+        "variant": "filled",
+        "color": "blue",
+        "size": "md"
+    }
+
+    result = await dmc_tools.validate_component("Button", props)
+
+    assert result["valid"] is True
+    assert len(result["errors"]) == 0
+    assert result["component"] == "Button"
+
+
+@pytest.mark.asyncio
+async def test_validate_component_invalid_prop(dmc_tools, mock_registry):
+    """Test validating with invalid prop name"""
+    mock_registry.validate_prop.side_effect = lambda comp, prop, val: (
+        {"valid": False, "error": f"Unknown prop '{prop}'"} if prop == "unknownProp"
+        else {"valid": True}
+    )
+
+    props = {"unknownProp": "value"}
+
+    result = await dmc_tools.validate_component("Button", props)
+
+    assert result["valid"] is False
+    assert len(result["errors"]) > 0
+
+
+@pytest.mark.asyncio
+async def test_validate_component_missing_required(dmc_tools, mock_registry):
+    """Test validating with missing required prop"""
+    # TextInput has required value prop
+    mock_registry.get_component.return_value = {
+        "props": {
+            "value": {"type": "string", "required": True}
+        }
+    }
+
+    result = await dmc_tools.validate_component("TextInput", {})
+
+    assert result["valid"] is False
+    assert any("required" in e.lower() for e in result["errors"])
+
+
+@pytest.mark.asyncio
+async def test_validate_component_not_found(dmc_tools, mock_registry):
+    """Test validating nonexistent component"""
+    mock_registry.get_component.return_value = None
+
+    result = await dmc_tools.validate_component("Nonexistent", {"prop": "value"})
+
+    assert result["valid"] is False
+    assert "Unknown component" in result["errors"][0]
+
+
+@pytest.mark.asyncio
+async def test_validate_component_not_initialized(uninitialized_tools):
+    """Test validating when not initialized"""
+    result = await uninitialized_tools.validate_component("Button", {})
+
+    assert result["valid"] is False
+    assert "not initialized" in result["errors"][0].lower()
+
+
+@pytest.mark.asyncio
+async def test_validate_component_skips_special_props(dmc_tools, mock_registry):
+    """Test that special props (id, children, etc) are skipped"""
+    props = {
+        "id": "my-button",
+        "children": "Click me",
+        "className": "my-class",
+        "style": {"color": "red"},
+        "key": "btn-1"
+    }
+
+    result = await dmc_tools.validate_component("Button", props)
+
+    # Should not error on special props
+    assert result["valid"] is True
+
+
+def test_find_similar_component(dmc_tools, mock_registry):
+    """Test finding similar component names"""
+    # Should find Button when given 'button' (case mismatch)
+    similar = dmc_tools._find_similar_component("button")
+
+    assert similar == "Button"
+
+
+def test_find_similar_component_prefix(dmc_tools, mock_registry):
+    """Test finding similar component with prefix match"""
+    similar = dmc_tools._find_similar_component("Butt")
+
+    assert similar == "Button"
+
+
+def test_check_common_mistakes_onclick(dmc_tools):
+    """Test detection of onclick event handler mistake"""
+    warnings = []
+    dmc_tools._check_common_mistakes("Button", {"onClick": "handler"}, warnings)
+
+    assert len(warnings) > 0
+    assert any("callback" in w.lower() for w in warnings)
+
+
+def test_check_common_mistakes_class(dmc_tools):
+    """Test detection of 'class' instead of 'className'"""
+    warnings = []
+    dmc_tools._check_common_mistakes("Button", {"class": "my-class"}, warnings)
+
+    assert len(warnings) > 0
+    assert any("classname" in w.lower() for w in warnings)
+
+
+def test_check_common_mistakes_button_href(dmc_tools):
+    """Test detection of Button with href but no component prop"""
+    warnings = []
+    dmc_tools._check_common_mistakes("Button", {"href": "/link"}, warnings)
+
+    assert len(warnings) > 0
+    assert any("component" in w.lower() for w in warnings)
+
+
+def test_initialize_with_version():
+    """Test initializing tools with DMC version"""
+    from mcp_server.dmc_tools import DMCTools
+
+    tools = DMCTools()
+
+    with patch('mcp_server.dmc_tools.ComponentRegistry') as MockRegistry:
+        mock_instance = MagicMock()
+        mock_instance.is_loaded.return_value = True
+        MockRegistry.return_value = mock_instance
+
+        result = tools.initialize(dmc_version="2.5.1")
+
+        MockRegistry.assert_called_once_with("2.5.1")
+        assert result is True

mcp-servers/viz-platform/tests/test_theme_tools.py

@@ -0,0 +1,304 @@
+"""
+Unit tests for theme management tools.
+"""
+import pytest
+from unittest.mock import MagicMock, patch
+
+
+@pytest.fixture
+def theme_store():
+    """Create a fresh ThemeStore instance"""
+    from mcp_server.theme_store import ThemeStore
+    store = ThemeStore()
+    store._themes = {}  # Clear any existing themes
+    return store
+
+
+@pytest.fixture
+def theme_tools(theme_store):
+    """Create ThemeTools instance with fresh store"""
+    from mcp_server.theme_tools import ThemeTools
+    return ThemeTools(store=theme_store)
+
+
+def test_theme_store_init():
+    """Test theme store initialization"""
+    from mcp_server.theme_store import ThemeStore
+
+    store = ThemeStore()
+
+    # Should have default theme
+    assert store.get_theme("default") is not None
+
+
+def test_default_theme_structure():
+    """Test default theme has required structure"""
+    from mcp_server.theme_store import DEFAULT_THEME
+
+    assert "name" in DEFAULT_THEME
+    assert "tokens" in DEFAULT_THEME
+    assert "colors" in DEFAULT_THEME["tokens"]
+    assert "spacing" in DEFAULT_THEME["tokens"]
+    assert "typography" in DEFAULT_THEME["tokens"]
+    assert "radii" in DEFAULT_THEME["tokens"]
+
+
+def test_default_theme_colors():
+    """Test default theme has required color tokens"""
+    from mcp_server.theme_store import DEFAULT_THEME
+
+    colors = DEFAULT_THEME["tokens"]["colors"]
+
+    assert "primary" in colors
+    assert "secondary" in colors
+    assert "success" in colors
+    assert "warning" in colors
+    assert "error" in colors
+    assert "background" in colors
+    assert "text" in colors
+
+
+@pytest.mark.asyncio
+async def test_theme_create(theme_tools):
+    """Test creating a new theme"""
+    tokens = {
+        "colors": {
+            "primary": "#ff0000"
+        }
+    }
+
+    result = await theme_tools.theme_create("my-theme", tokens)
+
+    assert result["name"] == "my-theme"
+    assert "tokens" in result
+    assert result["tokens"]["colors"]["primary"] == "#ff0000"
+
+
+@pytest.mark.asyncio
+async def test_theme_create_merges_with_defaults(theme_tools):
+    """Test that new theme merges with default tokens"""
+    tokens = {
+        "colors": {
+            "primary": "#ff0000"
+        }
+    }
+
+    result = await theme_tools.theme_create("partial-theme", tokens)
+
+    # Should have primary from our tokens
+    assert result["tokens"]["colors"]["primary"] == "#ff0000"
+    # Should inherit secondary from defaults
+    assert "secondary" in result["tokens"]["colors"]
+
+
+@pytest.mark.asyncio
+async def test_theme_create_duplicate_name(theme_tools, theme_store):
+    """Test creating theme with existing name fails"""
+    # Create first theme
+    await theme_tools.theme_create("existing", {"colors": {}})
+
+    # Try to create with same name
+    result = await theme_tools.theme_create("existing", {"colors": {}})
+
+    assert "error" in result
+    assert "already exists" in result["error"]
+
+
+@pytest.mark.asyncio
+async def test_theme_extend(theme_tools, theme_store):
+    """Test extending an existing theme"""
+    # Create base theme
+    await theme_tools.theme_create("base", {
+        "colors": {"primary": "#0000ff"}
+    })
+
+    # Extend it
+    result = await theme_tools.theme_extend(
+        base_theme="base",
+        overrides={"colors": {"secondary": "#00ff00"}},
+        new_name="extended"
+    )
+
+    assert result["name"] == "extended"
+    # Should have base primary
+    assert result["tokens"]["colors"]["primary"] == "#0000ff"
+    # Should have override secondary
+    assert result["tokens"]["colors"]["secondary"] == "#00ff00"
+
+
+@pytest.mark.asyncio
+async def test_theme_extend_nonexistent_base(theme_tools):
+    """Test extending nonexistent theme fails"""
+    result = await theme_tools.theme_extend(
+        base_theme="nonexistent",
+        overrides={},
+        new_name="new"
+    )
+
+    assert "error" in result
+    assert "not found" in result["error"]
+
+
+@pytest.mark.asyncio
+async def test_theme_extend_default_name(theme_tools, theme_store):
+    """Test extending creates default name if not provided"""
+    await theme_tools.theme_create("base", {"colors": {}})
+
+    result = await theme_tools.theme_extend(
+        base_theme="base",
+        overrides={}
+        # No new_name provided
+    )
+
+    assert result["name"] == "base_extended"
+
+
+@pytest.mark.asyncio
+async def test_theme_validate(theme_tools, theme_store):
+    """Test theme validation"""
+    await theme_tools.theme_create("test-theme", {
+        "colors": {"primary": "#ff0000"},
+        "spacing": {"md": "16px"}
+    })
+
+    result = await theme_tools.theme_validate("test-theme")
+
+    assert "complete" in result or "validation" in result
+
+
+@pytest.mark.asyncio
+async def test_theme_validate_nonexistent(theme_tools):
+    """Test validating nonexistent theme"""
+    result = await theme_tools.theme_validate("nonexistent")
+
+    assert "error" in result
+
+
+@pytest.mark.asyncio
+async def test_theme_export_css(theme_tools, theme_store):
+    """Test exporting theme as CSS"""
+    await theme_tools.theme_create("css-theme", {
+        "colors": {"primary": "#ff0000"},
+        "spacing": {"md": "16px"}
+    })
+
+    result = await theme_tools.theme_export_css("css-theme")
+
+    assert "css" in result
+    # CSS should contain custom properties
+    assert "--" in result["css"]
+
+
+@pytest.mark.asyncio
+async def test_theme_export_css_nonexistent(theme_tools):
+    """Test exporting nonexistent theme"""
+    result = await theme_tools.theme_export_css("nonexistent")
+
+    assert "error" in result
+
+
+@pytest.mark.asyncio
+async def test_theme_list(theme_tools, theme_store):
+    """Test listing themes"""
+    await theme_tools.theme_create("theme1", {"colors": {}})
+    await theme_tools.theme_create("theme2", {"colors": {}})
+
+    result = await theme_tools.theme_list()
+
+    assert "themes" in result
+    assert "theme1" in result["themes"]
+    assert "theme2" in result["themes"]
+
+
+@pytest.mark.asyncio
+async def test_theme_activate(theme_tools, theme_store):
+    """Test activating a theme"""
+    await theme_tools.theme_create("active-theme", {"colors": {}})
+
+    result = await theme_tools.theme_activate("active-theme")
+
+    assert result.get("active_theme") == "active-theme" or result.get("success") is True
+
+
+@pytest.mark.asyncio
+async def test_theme_activate_nonexistent(theme_tools):
+    """Test activating nonexistent theme"""
+    result = await theme_tools.theme_activate("nonexistent")
+
+    assert "error" in result
+
+
+def test_theme_store_get_theme(theme_store):
+    """Test getting theme from store"""
+    from mcp_server.theme_store import DEFAULT_THEME
+
+    # Add a theme first, then retrieve it
+    theme_store._themes["test-theme"] = {"name": "test-theme", "tokens": {}}
+    result = theme_store.get_theme("test-theme")
+
+    assert result is not None
+    assert result["name"] == "test-theme"
+
+
+def test_theme_store_list_themes(theme_store):
+    """Test listing themes from store"""
+    result = theme_store.list_themes()
+
+    assert isinstance(result, list)
+
+
+def test_deep_merge(theme_tools):
+    """Test deep merging of token dicts"""
+    base = {
+        "colors": {
+            "primary": "#000",
+            "secondary": "#111"
+        },
+        "spacing": {"sm": "8px"}
+    }
+
+    override = {
+        "colors": {
+            "primary": "#fff"
+        }
+    }
+
+    result = theme_tools._deep_merge(base, override)
+
+    # primary should be overridden
+    assert result["colors"]["primary"] == "#fff"
+    # secondary should remain
+    assert result["colors"]["secondary"] == "#111"
+    # spacing should remain
+    assert result["spacing"]["sm"] == "8px"
+
+
+def test_validate_tokens(theme_tools):
+    """Test token validation"""
+    from mcp_server.theme_store import REQUIRED_TOKEN_CATEGORIES
+
+    tokens = {
+        "colors": {"primary": "#000"},
+        "spacing": {"md": "16px"},
+        "typography": {"fontFamily": "Inter"},
+        "radii": {"md": "8px"}
+    }
+
+    result = theme_tools._validate_tokens(tokens)
+
+    assert "complete" in result
+    # Check for either "missing" or "missing_required" key
+    assert "missing" in result or "missing_required" in result or "missing_optional" in result
+
+
+def test_validate_tokens_incomplete(theme_tools):
+    """Test validation of incomplete tokens"""
+    tokens = {
+        "colors": {"primary": "#000"}
+        # Missing spacing, typography, radii
+    }
+
+    result = theme_tools._validate_tokens(tokens)
+
+    # Should flag missing categories
+    assert result["complete"] is False or len(result.get("missing", [])) > 0

plugins/clarity-assist/README.md

@@ -90,6 +90,10 @@ After clarification, you receive a structured specification:
 [List of assumptions]
 ```
 
+## Documentation
+
+- [Neurodivergent Support Guide](docs/ND-SUPPORT.md) - How clarity-assist supports ND users with executive function challenges and cognitive differences
+
 ## Integration
 
 For CLAUDE.md integration instructions, see `claude-md-integration.md`.

plugins/clarity-assist/docs/ND-SUPPORT.md

@@ -0,0 +1,328 @@
+# Neurodivergent Support in clarity-assist
+
+This document describes how clarity-assist is designed to support users with neurodivergent traits, including ADHD, autism, anxiety, and other conditions that affect executive function, sensory processing, or cognitive style.
+
+## Overview
+
+### Purpose
+
+clarity-assist exists to help all users transform vague or incomplete requests into clear, actionable specifications. For neurodivergent users specifically, it addresses common challenges:
+
+- **Executive function difficulties** - Breaking down complex tasks, getting started, managing scope
+- **Working memory limitations** - Keeping track of context across long conversations
+- **Decision fatigue** - Facing too many open-ended choices
+- **Processing style differences** - Preferring structured, predictable interactions
+- **Anxiety around uncertainty** - Needing clear expectations and explicit confirmation
+
+### Philosophy
+
+Our design philosophy centers on three principles:
+
+1. **Reduce cognitive load** - Never force the user to hold too much in their head at once
+2. **Provide structure** - Use consistent, predictable patterns for all interactions
+3. **Respect different communication styles** - Accommodate rather than assume one "right" way to think
+
+## Features for ND Users
+
+### 1. Reduced Cognitive Load
+
+**Prompt Simplification**
+- The 4-D methodology (Deconstruct, Diagnose, Develop, Deliver) breaks down complex requests into manageable phases
+- Users never need to specify everything upfront - clarification happens incrementally
+
+**Task Breakdown**
+- Large requests are decomposed into explicit components
+- Dependencies and relationships are surfaced rather than left implicit
+- Scope boundaries are clearly defined (in-scope vs. out-of-scope)
+
+### 2. Structured Output
+
+**Consistent Formatting**
+- Every clarification session produces the same structured specification:
+  - Summary (1-2 sentences)
+  - Scope (In/Out)
+  - Requirements table (numbered, prioritized)
+  - Assumptions list
+- This predictability reduces the mental effort of parsing responses
+
+**Predictable Patterns**
+- Questions always follow the same format
+- Progress summaries appear at regular intervals
+- Escalation (simple to complex) is always offered, never forced
+
+**Bulleted Lists Over Prose**
+- Requirements are presented as scannable lists, not paragraphs
+- Options are numbered for easy reference
+- Key information is highlighted with bold labels
+
+### 3. Customizable Verbosity
+
+**Detail Levels**
+- `/clarify` - Full methodology for complex requests (more thorough, more questions)
+- `/quick-clarify` - Rapid mode for simple disambiguation (fewer questions, faster)
+
+**User Control**
+- Users can always say "that's enough detail" to end questioning early
+- The plugin offers to break sessions into smaller parts
+- "Good enough for now" is explicitly validated as an acceptable outcome
+
+### 4. Vagueness Detection
+
+The `UserPromptSubmit` hook automatically detects prompts that might benefit from clarification and gently suggests using `/clarify`.
+
+**Detection Signals**
+- Short prompts (< 10 words) without specific technical terms
+- Vague action phrases: "help me", "fix this", "make it better"
+- Ambiguous scope words: "somehow", "something", "stuff", "etc."
+- Open questions without context
+
+**Non-Blocking Approach**
+- The hook never prevents you from proceeding
+- It provides a suggestion with a vagueness score (percentage)
+- You can disable auto-suggestions entirely via environment variable
+
+### 5. Focus Aids
+
+**Task Prioritization**
+- Requirements are tagged as Must/Should/Could/Won't (MoSCoW)
+- Critical items are separated from nice-to-haves
+- Scope creep is explicitly called out and deferred
+
+**Context Switching Warnings**
+- When questions touch multiple areas, the plugin acknowledges the complexity
+- Offers to focus on one aspect at a time
+- Summarizes frequently to rebuild context after interruptions
+
+## How It Works
+
+### The UserPromptSubmit Hook
+
+When you submit a prompt, the vagueness detection hook (`hooks/vagueness-check.sh`) runs automatically:
+
+```
+User submits prompt
+       |
+       v
+Hook reads prompt from stdin
+       |
+       v
+Skip if: empty, starts with /, or contains file paths
+       |
+       v
+Calculate vagueness score (0.0 - 1.0)
+  - Short prompts: +0.3
+  - Vague action phrases: +0.2
+  - Ambiguous scope words: +0.15
+  - Missing technical specifics: +0.2
+  - Short questions without context: +0.15
+       |
+       v
+If score >= threshold (default 0.6):
+  - Output gentle suggestion with [clarity-assist] prefix
+  - Show vagueness percentage
+       |
+       v
+Exit 0 (always non-blocking)
+```
+
+### Example Hook Output
+
+```
+[clarity-assist] Your prompt could benefit from more clarity.
+[clarity-assist] Consider running /clarity-assist to refine your request.
+[clarity-assist] (Vagueness score: 65% - this is a suggestion, not a block)
+```
+
+### The 4-D Methodology
+
+| Phase | What Happens | ND Benefit |
+|-------|--------------|------------|
+| **Deconstruct** | Break request into components | Shows the full picture without overwhelming |
+| **Diagnose** | Identify gaps and conflicts | Surfaces hidden assumptions |
+| **Develop** | Ask structured questions | Option-based, chunked, contextual |
+| **Deliver** | Produce specification | Consistent, scannable format |
+
+## Usage Examples
+
+### Before: Vague Request
+
+```
+User: Make the app faster
+```
+
+This triggers vagueness detection because:
+- Short (4 words)
+- Vague action ("make")
+- No specific technical context
+- No measurable outcome
+
+### After: Clarified with /clarify
+
+```
+User: /clarify Make the app faster
+
+Claude: Let me help clarify what kind of performance improvements you're looking for.
+
+**What type of slowness are you experiencing?**
+1. Initial page load takes too long
+2. Interactions feel sluggish (clicking, typing)
+3. API calls are slow
+4. All of the above
+5. Other
+
+[I'm asking because each has very different solutions]
+```
+
+```
+User: 1
+
+Claude: Initial page load - got it.
+
+**What's an acceptable load time for you?**
+1. Under 1 second (aggressive)
+2. Under 2 seconds (standard)
+3. Under 3 seconds (relaxed)
+4. I don't have a specific target
+
+[This helps me know whether to suggest quick wins or a major optimization effort]
+```
+
+After 2-3 more questions, the user receives:
+
+```markdown
+## Clarified Request
+
+### Summary
+Optimize initial page load time to under 2 seconds by addressing bundle size and initial render blocking resources.
+
+### Scope
+**In Scope:**
+- Bundle analysis and splitting
+- Lazy loading non-critical components
+- Image optimization
+- CSS/JS minification check
+
+**Out of Scope:**
+- Backend API optimization
+- Database query performance
+- CDN setup
+
+### Requirements
+| # | Requirement | Priority | Notes |
+|---|-------------|----------|-------|
+| 1 | Page loads in < 2s on 4G | Must | Measured via Lighthouse |
+| 2 | Largest contentful paint < 1.5s | Should | Core Web Vital |
+| 3 | No layout shift after load | Should | CLS < 0.1 |
+
+### Assumptions
+- Current load time is > 3 seconds (based on "too long" description)
+- Target browsers: modern evergreen (Chrome, Firefox, Safari)
+- Build tooling already configured (webpack/vite)
+```
+
+### Common Patterns Detected
+
+| Pattern | Example | What It Triggers |
+|---------|---------|------------------|
+| Missing context | "Fix the bug" | "Which bug? In which file or feature?" |
+| Ambiguous scope | "Update the user stuff" | "What specifically needs updating?" |
+| Unclear goals | "Make it better" | "Better in what way? Faster? Cleaner? More features?" |
+| Implicit knowledge | "Do it like last time" | "I don't have context from previous sessions" |
+| Conflicting requests | "Keep it simple but add everything" | "Which matters more: simplicity or completeness?" |
+
+### Quick-Clarify Example
+
+For simpler requests that just need minor disambiguation:
+
+```
+User: /quick-clarify Add a delete button to the user list
+
+Claude: I'll add a delete button to each row in the user list.
+
+**Should deletion require confirmation?**
+1. Yes - show confirmation dialog (Recommended)
+2. No - delete immediately
+3. Soft delete - mark as deleted but keep data
+
+[Asking because accidental deletions can be problematic]
+```
+
+```
+User: 1
+
+Claude: Got it. I'll implement a delete button with confirmation dialog. Starting now.
+```
+
+## Configuration Options
+
+### Environment Variables
+
+| Variable | Default | Description |
+|----------|---------|-------------|
+| `CLARITY_ASSIST_AUTO_SUGGEST` | `true` | Enable/disable automatic vagueness detection |
+| `CLARITY_ASSIST_VAGUENESS_THRESHOLD` | `0.6` | Score threshold to trigger suggestion (0.0-1.0) |
+
+### Disabling Auto-Suggestions
+
+If you find the vagueness detection unhelpful, disable it in your shell profile or `.env`:
+
+```bash
+export CLARITY_ASSIST_AUTO_SUGGEST=false
+```
+
+### Adjusting Sensitivity
+
+To make detection more or less sensitive:
+
+```bash
+# More sensitive (suggests more often)
+export CLARITY_ASSIST_VAGUENESS_THRESHOLD=0.4
+
+# Less sensitive (only very vague prompts)
+export CLARITY_ASSIST_VAGUENESS_THRESHOLD=0.8
+```
+
+## Tips for ND Users
+
+### If You're Feeling Overwhelmed
+
+- Use `/quick-clarify` instead of `/clarify` for faster interactions
+- Say "let's focus on just one thing" to narrow scope
+- Ask to "pause and summarize" at any point
+- It's OK to say "I don't know" - the plugin will offer concrete alternatives
+
+### If You Have Executive Function Challenges
+
+- Start with `/clarify` even for tasks you think are simple - it helps with planning
+- The structured specification can serve as a checklist
+- Use the scope boundaries to prevent scope creep
+
+### If You Prefer Detailed Structure
+
+- The 4-D methodology provides a predictable framework
+- All output follows consistent formatting
+- Questions always offer numbered options
+
+### If You Have Anxiety About Getting It Right
+
+- The plugin validates "good enough for now" as acceptable
+- You can always revisit and change earlier answers
+- Assumptions are explicitly listed - nothing is hidden
+
+## Accessibility Notes
+
+- All output uses standard markdown that works with screen readers
+- No time pressure - take as long as you need between responses
+- Questions are designed to be answerable without deep context retrieval
+- Visual patterns (bold, bullets, tables) create scannable structure
+
+## Feedback
+
+If you have suggestions for improving neurodivergent support in clarity-assist, please open an issue at:
+
+https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/issues
+
+Include the label `clarity-assist` and describe:
+- What challenge you faced
+- What would have helped
+- Any specific accommodations you'd like to see

plugins/clarity-assist/hooks/hooks.json

@@ -0,0 +1,10 @@
+{
+  "hooks": {
+    "UserPromptSubmit": [
+      {
+        "type": "command",
+        "command": "${CLAUDE_PLUGIN_ROOT}/hooks/vagueness-check.sh"
+      }
+    ]
+  }
+}

plugins/clarity-assist/hooks/vagueness-check.sh

@@ -0,0 +1,216 @@
+#!/bin/bash
+# clarity-assist vagueness detection hook
+# Analyzes user prompts for vagueness and suggests /clarity-assist when beneficial
+# All output MUST have [clarity-assist] prefix
+# This is a NON-BLOCKING hook - always exits 0
+
+PREFIX="[clarity-assist]"
+
+# Check if auto-suggest is enabled (default: true)
+AUTO_SUGGEST="${CLARITY_ASSIST_AUTO_SUGGEST:-true}"
+if [[ "$AUTO_SUGGEST" != "true" ]]; then
+    exit 0
+fi
+
+# Threshold for vagueness score (default: 0.6)
+THRESHOLD="${CLARITY_ASSIST_VAGUENESS_THRESHOLD:-0.6}"
+
+# Read user prompt from stdin
+PROMPT=""
+if [[ -t 0 ]]; then
+    # No stdin available
+    exit 0
+else
+    PROMPT=$(cat)
+fi
+
+# Skip empty prompts
+if [[ -z "$PROMPT" ]]; then
+    exit 0
+fi
+
+# Skip if prompt is a command (starts with /)
+if [[ "$PROMPT" =~ ^[[:space:]]*/[a-zA-Z] ]]; then
+    exit 0
+fi
+
+# Skip if prompt mentions specific files or paths
+if [[ "$PROMPT" =~ \.(py|js|ts|sh|md|json|yaml|yml|txt|css|html|go|rs|java|c|cpp|h)([[:space:]]|$|[^a-zA-Z]) ]] || \
+   [[ "$PROMPT" =~ [/\\][a-zA-Z0-9_-]+[/\\] ]] || \
+   [[ "$PROMPT" =~ (src|lib|test|docs|plugins|hooks|commands)/ ]]; then
+    exit 0
+fi
+
+# Initialize vagueness score
+SCORE=0
+
+# Count words in the prompt
+WORD_COUNT=$(echo "$PROMPT" | wc -w | tr -d ' ')
+
+# ============================================================================
+# Vagueness Signal Detection
+# ============================================================================
+
+# Signal 1: Very short prompts (< 10 words) are often vague
+if [[ "$WORD_COUNT" -lt 10 ]]; then
+    # But very short specific commands are OK
+    if [[ "$WORD_COUNT" -lt 3 ]]; then
+        # Extremely short - probably intentional or a command
+        :
+    else
+        SCORE=$(echo "$SCORE + 0.3" | bc)
+    fi
+fi
+
+# Signal 2: Vague action phrases (no specific outcome)
+VAGUE_ACTIONS=(
+    "help me"
+    "help with"
+    "do something"
+    "work on"
+    "look at"
+    "check this"
+    "fix it"
+    "fix this"
+    "make it better"
+    "make this better"
+    "improve it"
+    "improve this"
+    "update this"
+    "update it"
+    "change it"
+    "change this"
+    "can you"
+    "could you"
+    "would you"
+    "please help"
+)
+
+PROMPT_LOWER=$(echo "$PROMPT" | tr '[:upper:]' '[:lower:]')
+
+for phrase in "${VAGUE_ACTIONS[@]}"; do
+    if [[ "$PROMPT_LOWER" == *"$phrase"* ]]; then
+        SCORE=$(echo "$SCORE + 0.2" | bc)
+        break
+    fi
+done
+
+# Signal 3: Ambiguous scope indicators
+AMBIGUOUS_SCOPE=(
+    "somehow"
+    "something"
+    "somewhere"
+    "anything"
+    "whatever"
+    "stuff"
+    "things"
+    "etc"
+    "and so on"
+)
+
+for word in "${AMBIGUOUS_SCOPE[@]}"; do
+    if [[ "$PROMPT_LOWER" == *"$word"* ]]; then
+        SCORE=$(echo "$SCORE + 0.15" | bc)
+        break
+    fi
+done
+
+# Signal 4: Missing context indicators (no reference to what/where)
+# Check if prompt lacks specificity markers
+HAS_SPECIFICS=false
+
+# Specific technical terms suggest clarity
+SPECIFIC_MARKERS=(
+    "function"
+    "class"
+    "method"
+    "variable"
+    "error"
+    "bug"
+    "test"
+    "api"
+    "endpoint"
+    "database"
+    "query"
+    "component"
+    "module"
+    "service"
+    "config"
+    "install"
+    "deploy"
+    "build"
+    "run"
+    "execute"
+    "create"
+    "delete"
+    "add"
+    "remove"
+    "implement"
+    "refactor"
+    "migrate"
+    "upgrade"
+    "debug"
+    "log"
+    "exception"
+    "stack"
+    "memory"
+    "performance"
+    "security"
+    "auth"
+    "token"
+    "session"
+    "route"
+    "controller"
+    "model"
+    "view"
+    "template"
+    "schema"
+    "migration"
+    "commit"
+    "branch"
+    "merge"
+    "pull"
+    "push"
+)
+
+for marker in "${SPECIFIC_MARKERS[@]}"; do
+    if [[ "$PROMPT_LOWER" == *"$marker"* ]]; then
+        HAS_SPECIFICS=true
+        break
+    fi
+done
+
+if [[ "$HAS_SPECIFICS" == false ]] && [[ "$WORD_COUNT" -gt 3 ]]; then
+    SCORE=$(echo "$SCORE + 0.2" | bc)
+fi
+
+# Signal 5: Question without context
+if [[ "$PROMPT" =~ \?$ ]] && [[ "$WORD_COUNT" -lt 8 ]]; then
+    # Short questions without specifics are often vague
+    if [[ "$HAS_SPECIFICS" == false ]]; then
+        SCORE=$(echo "$SCORE + 0.15" | bc)
+    fi
+fi
+
+# Cap score at 1.0
+if (( $(echo "$SCORE > 1.0" | bc -l) )); then
+    SCORE="1.0"
+fi
+
+# ============================================================================
+# Output suggestion if score exceeds threshold
+# ============================================================================
+
+# Compare score to threshold using bc
+if (( $(echo "$SCORE >= $THRESHOLD" | bc -l) )); then
+    # Format score as percentage for display
+    SCORE_PCT=$(echo "$SCORE * 100" | bc | cut -d'.' -f1)
+
+    # Gentle, non-blocking suggestion
+    echo "$PREFIX Your prompt could benefit from more clarity."
+    echo "$PREFIX Consider running /clarity-assist to refine your request."
+    echo "$PREFIX (Vagueness score: ${SCORE_PCT}% - this is a suggestion, not a block)"
+fi
+
+# Always exit 0 - this hook is non-blocking
+exit 0

plugins/claude-config-maintainer/README.md

@@ -37,6 +37,33 @@ Create a new CLAUDE.md tailored to your project.
 /config-init
 ```
 
+### `/config-diff`
+Show differences between current CLAUDE.md and previous versions.
+
+```
+/config-diff                    # Compare working copy vs last commit
+/config-diff --commit=abc1234   # Compare against specific commit
+/config-diff --from=v1.0 --to=v2.0  # Compare two commits
+/config-diff --section="Critical Rules"  # Focus on specific section
+```
+
+### `/config-lint`
+Lint CLAUDE.md for common anti-patterns and best practices.
+
+```
+/config-lint                    # Run all lint checks
+/config-lint --fix              # Auto-fix fixable issues
+/config-lint --rules=security   # Check only security rules
+/config-lint --severity=error   # Show only errors
+```
+
+**Lint Rule Categories:**
+- **Security (SEC)** - Hardcoded secrets, paths, credentials
+- **Structure (STR)** - Header hierarchy, required sections
+- **Content (CNT)** - Contradictions, duplicates, vague rules
+- **Format (FMT)** - Consistency, code blocks, whitespace
+- **Best Practice (BPR)** - Missing Quick Start, Critical Rules sections
+
 ## Best Practices
 
 A good CLAUDE.md should be:

plugins/claude-config-maintainer/commands/config-diff.md

@@ -0,0 +1,239 @@
+---
+description: Show diff between current CLAUDE.md and last commit
+---
+
+# Compare CLAUDE.md Changes
+
+This command shows differences between your current CLAUDE.md file and previous versions, helping track configuration drift and review changes before committing.
+
+## What This Command Does
+
+1. **Detect CLAUDE.md Location** - Finds the project's CLAUDE.md file
+2. **Compare Versions** - Shows diff against last commit or specified revision
+3. **Highlight Sections** - Groups changes by affected sections
+4. **Summarize Impact** - Explains what the changes mean for Claude's behavior
+
+## Usage
+
+```
+/config-diff
+```
+
+Compare against a specific commit:
+
+```
+/config-diff --commit=abc1234
+/config-diff --commit=HEAD~3
+```
+
+Compare two specific commits:
+
+```
+/config-diff --from=abc1234 --to=def5678
+```
+
+Show only specific sections:
+
+```
+/config-diff --section="Critical Rules"
+/config-diff --section="Quick Start"
+```
+
+## Comparison Modes
+
+### Default: Working vs Last Commit
+Shows uncommitted changes to CLAUDE.md:
+```
+/config-diff
+```
+
+### Working vs Specific Commit
+Shows changes since a specific point:
+```
+/config-diff --commit=v1.0.0
+```
+
+### Commit to Commit
+Shows changes between two historical versions:
+```
+/config-diff --from=v1.0.0 --to=v2.0.0
+```
+
+### Branch Comparison
+Shows CLAUDE.md differences between branches:
+```
+/config-diff --branch=main
+/config-diff --from=feature-branch --to=main
+```
+
+## Expected Output
+
+```
+CLAUDE.md Diff Report
+=====================
+
+File: /path/to/project/CLAUDE.md
+Comparing: Working copy vs HEAD (last commit)
+Commit: abc1234 "Update build commands" (2 days ago)
+
+Summary:
+- Lines added: 12
+- Lines removed: 5
+- Net change: +7 lines
+- Sections affected: 3
+
+Section Changes:
+----------------
+
+## Quick Start [MODIFIED]
+  - Added new environment variable requirement
+  - Updated test command with coverage flag
+
+## Critical Rules [ADDED CONTENT]
+  + New rule: "Never modify database migrations directly"
+
+## Architecture [UNCHANGED]
+
+## Common Operations [MODIFIED]
+  - Removed deprecated deployment command
+  - Added new Docker workflow
+
+Detailed Diff:
+--------------
+
+--- CLAUDE.md (HEAD)
++++ CLAUDE.md (working)
+
+@@ -15,7 +15,10 @@
+ ## Quick Start
+
+ ```bash
++export DATABASE_URL=postgres://...  # Required
+ pip install -r requirements.txt
+-pytest
++pytest --cov=src                    # Run with coverage
+ uvicorn main:app --reload
+ ```
+
+@@ -45,6 +48,7 @@
+ ## Critical Rules
+
+ - Never modify `.env` files directly
++- Never modify database migrations directly
+ - Always run tests before committing
+
+Behavioral Impact:
+------------------
+
+These changes will affect Claude's behavior:
+
+1. [NEW REQUIREMENT] Claude will now export DATABASE_URL before running
+2. [MODIFIED] Test command now includes coverage reporting
+3. [NEW RULE] Claude will avoid direct migration modifications
+
+Review: Do these changes reflect your intended configuration?
+```
+
+## Section-Focused View
+
+When using `--section`, output focuses on specific areas:
+
+```
+/config-diff --section="Critical Rules"
+
+CLAUDE.md Section Diff: Critical Rules
+======================================
+
+--- HEAD
++++ Working
+
+ ## Critical Rules
+
+ - Never modify `.env` files directly
++- Never modify database migrations directly
++- Always use type hints in Python code
+ - Always run tests before committing
+-- Keep functions under 50 lines
+
+Changes:
+  + 2 rules added
+  - 1 rule removed
+
+Impact: Claude will follow 2 new constraints and no longer enforce
+the 50-line function limit.
+```
+
+## Options
+
+| Option | Description |
+|--------|-------------|
+| `--commit=REF` | Compare working copy against specific commit/tag |
+| `--from=REF` | Starting point for comparison |
+| `--to=REF` | Ending point for comparison (default: HEAD) |
+| `--branch=NAME` | Compare against branch tip |
+| `--section=NAME` | Show only changes to specific section |
+| `--stat` | Show only statistics, no detailed diff |
+| `--no-color` | Disable colored output |
+| `--context=N` | Lines of context around changes (default: 3) |
+
+## Understanding the Output
+
+### Change Indicators
+
+| Symbol | Meaning |
+|--------|---------|
+| `+` | Line added |
+| `-` | Line removed |
+| `@@` | Location marker showing line numbers |
+| `[MODIFIED]` | Section has changes |
+| `[ADDED]` | New section created |
+| `[REMOVED]` | Section deleted |
+| `[UNCHANGED]` | No changes to section |
+
+### Impact Categories
+
+- **NEW REQUIREMENT** - Claude will now need to do something new
+- **REMOVED REQUIREMENT** - Claude no longer needs to do something
+- **MODIFIED** - Existing behavior changed
+- **NEW RULE** - New constraint added
+- **RELAXED RULE** - Constraint removed or softened
+
+## When to Use
+
+Run `/config-diff` when:
+- Before committing CLAUDE.md changes
+- Reviewing what changed after pulling updates
+- Debugging unexpected Claude behavior
+- Auditing configuration changes over time
+- Comparing configurations across branches
+
+## Integration with Other Commands
+
+| Workflow | Commands |
+|----------|----------|
+| Review before commit | `/config-diff` then `git commit` |
+| After optimization | `/config-optimize` then `/config-diff` |
+| Audit history | `/config-diff --from=v1.0.0 --to=HEAD` |
+| Branch comparison | `/config-diff --branch=main` |
+
+## Tips
+
+1. **Review before committing** - Always check what changed
+2. **Track behavioral changes** - Focus on rules and requirements sections
+3. **Use section filtering** - Large files benefit from focused diffs
+4. **Compare across releases** - Use tags to track major changes
+5. **Check after merges** - Ensure CLAUDE.md didn't get conflict artifacts
+
+## Troubleshooting
+
+### "No changes detected"
+- CLAUDE.md matches the comparison target
+- Check if you're comparing the right commits
+
+### "File not found in commit"
+- CLAUDE.md didn't exist at that commit
+- Use `git log -- CLAUDE.md` to find when it was created
+
+### "Not a git repository"
+- This command requires git history
+- Initialize git or use file backup comparison instead

plugins/claude-config-maintainer/commands/config-lint.md

@@ -0,0 +1,334 @@
+---
+description: Lint CLAUDE.md for common anti-patterns and best practices
+---
+
+# Lint CLAUDE.md
+
+This command checks your CLAUDE.md file against best practices and detects common anti-patterns that can cause issues with Claude Code.
+
+## What This Command Does
+
+1. **Parse Structure** - Validates markdown structure and hierarchy
+2. **Check Security** - Detects hardcoded paths, secrets, and sensitive data
+3. **Validate Content** - Identifies anti-patterns and problematic instructions
+4. **Verify Format** - Ensures consistent formatting and style
+5. **Generate Report** - Provides actionable findings with fix suggestions
+
+## Usage
+
+```
+/config-lint
+```
+
+Lint with auto-fix:
+
+```
+/config-lint --fix
+```
+
+Check specific rules only:
+
+```
+/config-lint --rules=security,structure
+```
+
+## Linting Rules
+
+### Security Rules (SEC)
+
+| Rule | Description | Severity |
+|------|-------------|----------|
+| SEC001 | Hardcoded absolute paths | Warning |
+| SEC002 | Potential secrets/API keys | Error |
+| SEC003 | Hardcoded IP addresses | Warning |
+| SEC004 | Exposed credentials patterns | Error |
+| SEC005 | Hardcoded URLs with tokens | Error |
+| SEC006 | Environment variable values (not names) | Warning |
+
+### Structure Rules (STR)
+
+| Rule | Description | Severity |
+|------|-------------|----------|
+| STR001 | Missing required sections | Error |
+| STR002 | Invalid header hierarchy (h3 before h2) | Warning |
+| STR003 | Orphaned content (text before first header) | Info |
+| STR004 | Excessive nesting depth (>4 levels) | Warning |
+| STR005 | Empty sections | Warning |
+| STR006 | Missing section content | Warning |
+
+### Content Rules (CNT)
+
+| Rule | Description | Severity |
+|------|-------------|----------|
+| CNT001 | Contradictory instructions | Error |
+| CNT002 | Vague or ambiguous rules | Warning |
+| CNT003 | Overly long sections (>100 lines) | Info |
+| CNT004 | Duplicate content | Warning |
+| CNT005 | TODO/FIXME in production config | Warning |
+| CNT006 | Outdated version references | Info |
+| CNT007 | Broken internal links | Warning |
+
+### Format Rules (FMT)
+
+| Rule | Description | Severity |
+|------|-------------|----------|
+| FMT001 | Inconsistent header styles | Info |
+| FMT002 | Inconsistent list markers | Info |
+| FMT003 | Missing code block language | Info |
+| FMT004 | Trailing whitespace | Info |
+| FMT005 | Missing blank lines around headers | Info |
+| FMT006 | Inconsistent indentation | Info |
+
+### Best Practice Rules (BPR)
+
+| Rule | Description | Severity |
+|------|-------------|----------|
+| BPR001 | No Quick Start section | Warning |
+| BPR002 | No Critical Rules section | Warning |
+| BPR003 | Instructions without examples | Info |
+| BPR004 | Commands without explanation | Info |
+| BPR005 | Rules without rationale | Info |
+| BPR006 | Missing plugin integration docs | Info |
+
+## Expected Output
+
+```
+CLAUDE.md Lint Report
+=====================
+
+File: /path/to/project/CLAUDE.md
+Rules checked: 25
+Time: 0.3s
+
+Summary:
+  Errors:   2
+  Warnings: 5
+  Info:     3
+
+Findings:
+---------
+
+[ERROR] SEC002: Potential secret detected (line 45)
+  │ api_key = "sk-1234567890abcdef"
+  │          ^^^^^^^^^^^^^^^^^^^^^^
+  └─ Hardcoded API key found. Use environment variable reference instead.
+
+  Suggested fix:
+  - api_key = "sk-1234567890abcdef"
+  + api_key = $OPENAI_API_KEY  # Set in environment
+
+[ERROR] CNT001: Contradictory instructions (lines 23, 67)
+  │ Line 23: "Always run tests before committing"
+  │ Line 67: "Skip tests for documentation-only changes"
+  │
+  └─ These rules conflict. Clarify the exception explicitly.
+
+  Suggested fix:
+  + "Always run tests before committing, except for documentation-only
+  +  changes (files in docs/ directory)"
+
+[WARNING] SEC001: Hardcoded absolute path (line 12)
+  │ Database location: /home/user/data/myapp.db
+  │                    ^^^^^^^^^^^^^^^^^^^^^^^^
+  └─ Absolute paths break portability. Use relative or variable.
+
+  Suggested fix:
+  - Database location: /home/user/data/myapp.db
+  + Database location: ./data/myapp.db  # Or $DATA_DIR/myapp.db
+
+[WARNING] STR002: Invalid header hierarchy (line 34)
+  │ ### Subsection
+  │ (no preceding ## header)
+  │
+  └─ H3 header without parent H2. Add H2 or promote to H2.
+
+[WARNING] CNT004: Duplicate content (lines 45-52, 89-96)
+  │ Same git workflow documented twice
+  │
+  └─ Remove duplicate or consolidate into single section.
+
+[WARNING] STR005: Empty section (line 78)
+  │ ## Troubleshooting
+  │ (no content)
+  │
+  └─ Add content or remove empty section.
+
+[WARNING] BPR002: No Critical Rules section
+  │ Missing "Critical Rules" or "Important Rules" section
+  │
+  └─ Add a section highlighting must-follow rules for Claude.
+
+[INFO] FMT003: Missing code block language (line 56)
+  │ ```
+  │ npm install
+  │ ```
+  │
+  └─ Specify language for syntax highlighting: ```bash
+
+[INFO] CNT003: Overly long section (lines 100-215)
+  │ "Architecture" section is 115 lines
+  │
+  └─ Consider breaking into subsections or condensing.
+
+[INFO] FMT001: Inconsistent header styles
+  │ Line 10: "## Quick Start"
+  │ Line 25: "## Architecture:"
+  │           (colon suffix inconsistent)
+  │
+  └─ Standardize header format throughout document.
+
+---
+
+Auto-fixable: 4 issues (run with --fix)
+Manual review required: 6 issues
+
+Run `/config-lint --fix` to apply automatic fixes.
+```
+
+## Options
+
+| Option | Description |
+|--------|-------------|
+| `--fix` | Automatically fix auto-fixable issues |
+| `--rules=LIST` | Check only specified rule categories |
+| `--ignore=LIST` | Skip specified rules (e.g., `--ignore=FMT001,FMT002`) |
+| `--severity=LEVEL` | Show only issues at or above level (error/warning/info) |
+| `--format=FORMAT` | Output format: `text` (default), `json`, `sarif` |
+| `--config=FILE` | Use custom lint configuration |
+| `--strict` | Treat warnings as errors |
+
+## Rule Categories
+
+Use `--rules` to focus on specific areas:
+
+```
+/config-lint --rules=security        # Only security checks
+/config-lint --rules=structure       # Only structure checks
+/config-lint --rules=security,content  # Multiple categories
+```
+
+Available categories:
+- `security` - SEC rules
+- `structure` - STR rules
+- `content` - CNT rules
+- `format` - FMT rules
+- `bestpractice` - BPR rules
+
+## Custom Configuration
+
+Create `.claude-lint.json` in project root:
+
+```json
+{
+  "rules": {
+    "SEC001": "warning",
+    "FMT001": "off",
+    "CNT003": {
+      "severity": "warning",
+      "maxLines": 150
+    }
+  },
+  "ignore": [
+    "FMT*"
+  ],
+  "requiredSections": [
+    "Quick Start",
+    "Critical Rules",
+    "Project Overview"
+  ]
+}
+```
+
+## Anti-Pattern Examples
+
+### Hardcoded Secrets (SEC002)
+```markdown
+# BAD
+API_KEY=sk-1234567890abcdef
+
+# GOOD
+API_KEY=$OPENAI_API_KEY  # Set via environment
+```
+
+### Hardcoded Paths (SEC001)
+```markdown
+# BAD
+Config file: /home/john/projects/myapp/config.yml
+
+# GOOD
+Config file: ./config.yml
+Config file: $PROJECT_ROOT/config.yml
+```
+
+### Contradictory Rules (CNT001)
+```markdown
+# BAD
+- Always use TypeScript
+- JavaScript files are acceptable for scripts
+
+# GOOD
+- Always use TypeScript for source code
+- JavaScript (.js) is acceptable only for config files and scripts
+```
+
+### Vague Instructions (CNT002)
+```markdown
+# BAD
+- Be careful with the database
+
+# GOOD
+- Never run DELETE without WHERE clause
+- Always backup before migrations
+```
+
+### Invalid Hierarchy (STR002)
+```markdown
+# BAD
+# Main Title
+### Skipped Level
+
+# GOOD
+# Main Title
+## Section
+### Subsection
+```
+
+## When to Use
+
+Run `/config-lint` when:
+- Before committing CLAUDE.md changes
+- During code review for CLAUDE.md modifications
+- Setting up CI/CD checks for configuration files
+- After major edits to catch introduced issues
+- Periodically as maintenance check
+
+## Integration with CI/CD
+
+Add to your CI pipeline:
+
+```yaml
+# GitHub Actions example
+- name: Lint CLAUDE.md
+  run: claude /config-lint --strict --format=sarif > lint-results.sarif
+
+- name: Upload SARIF
+  uses: github/codeql-action/upload-sarif@v2
+  with:
+    sarif_file: lint-results.sarif
+```
+
+## Tips
+
+1. **Start with errors** - Fix errors before warnings
+2. **Use --fix carefully** - Review auto-fixes before committing
+3. **Configure per-project** - Different projects have different needs
+4. **Integrate in CI** - Catch issues before they reach main
+5. **Review periodically** - Run lint check monthly as maintenance
+
+## Related Commands
+
+| Command | Relationship |
+|---------|--------------|
+| `/config-analyze` | Deeper content analysis (complements lint) |
+| `/config-optimize` | Applies fixes and improvements |
+| `/config-diff` | Shows what changed (run lint before commit) |

plugins/cmdb-assistant/.claude-plugin/plugin.json

@@ -1,7 +1,7 @@
 {
   "name": "cmdb-assistant",
-  "version": "1.0.0",
-  "description": "NetBox CMDB integration for infrastructure management - query, create, update, and manage network devices, IP addresses, sites, and more",
+  "version": "1.2.0",
+  "description": "NetBox CMDB integration with data quality validation - query, create, update, and manage network devices, IP addresses, sites, and more with best practices enforcement",
   "author": {
     "name": "Leo Miranda",
     "email": "leobmiranda@gmail.com"
@@ -15,7 +15,9 @@
     "infrastructure",
     "network",
     "ipam",
-    "dcim"
+    "dcim",
+    "data-quality",
+    "validation"
   ],
   "commands": ["./commands/"],
   "mcpServers": ["./.mcp.json"]

plugins/cmdb-assistant/.mcp.json

@@ -1,12 +1,8 @@
 {
   "mcpServers": {
     "netbox": {
-      "command": "${CLAUDE_PLUGIN_ROOT}/mcp-servers/netbox/.venv/bin/python",
-      "args": ["-m", "mcp_server.server"],
-      "cwd": "${CLAUDE_PLUGIN_ROOT}/mcp-servers/netbox",
-      "env": {
-        "PYTHONPATH": "${CLAUDE_PLUGIN_ROOT}/mcp-servers/netbox"
-      }
+      "command": "${CLAUDE_PLUGIN_ROOT}/mcp-servers/netbox/run.sh",
+      "args": []
     }
   }
 }

plugins/cmdb-assistant/README.md

@@ -2,6 +2,20 @@
 
 A Claude Code plugin for NetBox CMDB integration - query, create, update, and manage your network infrastructure directly from Claude Code.
 
+## What's New in v1.2.0
+
+- **`/cmdb-topology`**: Generate Mermaid diagrams showing infrastructure topology (rack view, network view, site overview)
+- **`/change-audit`**: Query and analyze NetBox audit log for change tracking and compliance
+- **`/ip-conflicts`**: Detect IP address conflicts and overlapping prefixes
+
+## What's New in v1.1.0
+
+- **Data Quality Validation**: Hooks for SessionStart and PreToolUse that check data quality and warn about missing fields
+- **Best Practices Skill**: Reference documentation for NetBox patterns (naming conventions, dependency order, role management)
+- **`/cmdb-audit`**: Analyze data quality across VMs, devices, naming conventions, and roles
+- **`/cmdb-register`**: Register the current machine into NetBox with all running applications (Docker containers, systemd services)
+- **`/cmdb-sync`**: Synchronize existing machine state with NetBox (detect drift, update with confirmation)
+
 ## Features
 
 - **Full CRUD Operations**: Create, read, update, and delete across all NetBox modules
@@ -9,6 +23,9 @@ A Claude Code plugin for NetBox CMDB integration - query, create, update, and ma
 - **IP Management**: Allocate IPs, manage prefixes, track VLANs
 - **Infrastructure Documentation**: Document servers, network devices, and connections
 - **Audit Trail**: Review changes and maintain infrastructure history
+- **Data Quality Validation**: Proactive checks for missing site, tenant, platform assignments
+- **Machine Registration**: Auto-discover and register servers with running applications
+- **Drift Detection**: Sync machine state and detect changes over time
 
 ## Installation
 
@@ -40,10 +57,17 @@ Add to your Claude Code plugins or marketplace configuration.
 
 | Command | Description |
 |---------|-------------|
+| `/initial-setup` | Interactive setup wizard for NetBox MCP server |
 | `/cmdb-search <query>` | Search for devices, IPs, sites, or any CMDB object |
 | `/cmdb-device <action>` | Manage network devices (list, create, update, delete) |
 | `/cmdb-ip <action>` | Manage IP addresses and prefixes |
 | `/cmdb-site <action>` | Manage sites and locations |
+| `/cmdb-audit [scope]` | Data quality analysis (all, vms, devices, naming, roles) |
+| `/cmdb-register` | Register current machine into NetBox with running apps |
+| `/cmdb-sync` | Sync machine state with NetBox (detect drift, update) |
+| `/cmdb-topology <view>` | Generate Mermaid diagrams (rack, network, site, full) |
+| `/change-audit [filters]` | Query NetBox audit log for change tracking |
+| `/ip-conflicts [scope]` | Detect IP conflicts and overlapping prefixes |
 
 ## Agent
 
@@ -103,6 +127,15 @@ This plugin provides access to the full NetBox API:
 - **Wireless**: WLANs, Wireless Links
 - **Extras**: Tags, Custom Fields, Journal Entries, Audit Log
 
+## Hooks
+
+| Event | Purpose |
+|-------|---------|
+| `SessionStart` | Test NetBox connectivity, report data quality issues |
+| `PreToolUse` | Validate VM/device parameters before create/update |
+
+Hooks are **non-blocking** - they emit warnings but never prevent operations.
+
 ## Architecture
 
 ```
@@ -115,13 +148,26 @@ cmdb-assistant/
 │   ├── cmdb-search.md       # Search command
 │   ├── cmdb-device.md       # Device management
 │   ├── cmdb-ip.md           # IP management
-│   └── cmdb-site.md         # Site management
+│   ├── cmdb-site.md         # Site management
+│   ├── cmdb-audit.md        # Data quality audit
+│   ├── cmdb-register.md     # Machine registration
+│   ├── cmdb-sync.md         # Machine sync
+│   ├── cmdb-topology.md     # Topology visualization (NEW)
+│   ├── change-audit.md      # Change audit log (NEW)
+│   └── ip-conflicts.md      # IP conflict detection (NEW)
+├── hooks/
+│   ├── hooks.json           # Hook configuration
+│   ├── startup-check.sh     # SessionStart validation
+│   └── validate-input.sh    # PreToolUse validation
+├── skills/
+│   └── netbox-patterns/
+│       └── SKILL.md         # NetBox best practices reference
 ├── agents/
 │   └── cmdb-assistant.md    # Main assistant agent
 └── README.md
 ```
 
-The plugin uses the shared NetBox MCP server at `../mcp-servers/netbox/`.
+The plugin uses the shared NetBox MCP server at `mcp-servers/netbox/`.
 
 ## Configuration
 

plugins/cmdb-assistant/agents/cmdb-assistant.md

@@ -76,3 +76,132 @@ When presenting data:
 - Suggest corrective actions
 - For permission errors, note what access is needed
 - For validation errors, explain required fields/formats
+
+## Data Quality Validation
+
+**IMPORTANT:** Load the `netbox-patterns` skill for best practice reference.
+
+Before ANY create or update operation, validate against NetBox best practices:
+
+### VM Operations
+
+**Required checks before `virt_create_vm` or `virt_update_vm`:**
+
+1. **Cluster/Site Assignment** - VMs must have either cluster or site
+2. **Tenant Assignment** - Recommend if not provided
+3. **Platform Assignment** - Recommend for OS tracking
+4. **Naming Convention** - Check against `{env}-{app}-{number}` pattern
+5. **Role Assignment** - Recommend appropriate role
+
+**If user provides no site/tenant, ASK:**
+
+> "This VM has no site or tenant assigned. NetBox best practices recommend:
+> - **Site**: For location-based queries and power budgeting
+> - **Tenant**: For resource isolation and ownership tracking
+>
+> Would you like me to:
+> 1. Assign to an existing site/tenant (list available)
+> 2. Create new site/tenant first
+> 3. Proceed without (not recommended for production use)"
+
+### Device Operations
+
+**Required checks before `dcim_create_device` or `dcim_update_device`:**
+
+1. **Site is REQUIRED** - Fail without it
+2. **Platform Assignment** - Recommend for OS tracking
+3. **Naming Convention** - Check against `{role}-{location}-{number}` pattern
+4. **Role Assignment** - Ensure appropriate role selected
+5. **After Creation** - Offer to set primary IP
+
+### Cluster Operations
+
+**Required checks before `virt_create_cluster`:**
+
+1. **Site Scope** - Recommend assigning to site
+2. **Cluster Type** - Ensure appropriate type selected
+3. **Device Association** - Recommend linking to host device
+
+### Role Management
+
+**Before creating a new device role:**
+
+1. List existing roles with `dcim_list_device_roles`
+2. Check if a more general role already exists
+3. Recommend role consolidation if >10 specific roles exist
+
+**Example guidance:**
+
+> "You're creating role 'nginx-web-server'. An existing 'web-server' role exists.
+> Consider using 'web-server' and tracking nginx via the platform field instead.
+> This reduces role fragmentation and improves maintainability."
+
+## Dependency Order Enforcement
+
+When creating multiple objects, follow this order:
+
+```
+1. Regions → Sites → Locations → Racks
+2. Tenant Groups → Tenants
+3. Manufacturers → Device Types
+4. Device Roles, Platforms
+5. Devices (with site, role, type)
+6. Clusters (with type, optional site)
+7. VMs (with cluster)
+8. Interfaces → IP Addresses → Primary IP assignment
+```
+
+**CRITICAL Rules:**
+- NEVER create a VM before its cluster exists
+- NEVER create a device before its site exists
+- NEVER create an interface before its device exists
+- NEVER create an IP before its interface exists (if assigning)
+
+## Naming Convention Enforcement
+
+When user provides a name, check against patterns:
+
+| Object Type | Pattern | Example |
+|-------------|---------|---------|
+| Device | `{role}-{site}-{number}` | `web-dc1-01` |
+| VM | `{env}-{app}-{number}` or `{prefix}_{service}` | `prod-api-01` |
+| Cluster | `{site}-{type}` | `dc1-vmware`, `home-docker` |
+| Prefix | Include purpose in description | "Production /24 for web tier" |
+
+**If name doesn't match patterns, warn:**
+
+> "The name 'HotServ' doesn't follow naming conventions.
+> Suggested: `prod-hotserv-01` or `hotserv-cloud-01`.
+> Consistent naming improves searchability and automation compatibility.
+> Proceed with original name? [Y/n]"
+
+## Duplicate Prevention
+
+Before creating objects, always check for existing duplicates:
+
+```
+# Before creating device
+dcim_list_devices name=<proposed-name>
+
+# Before creating VM
+virt_list_vms name=<proposed-name>
+
+# Before creating prefix
+ipam_list_prefixes prefix=<proposed-prefix>
+```
+
+If duplicate found, inform user and suggest update instead of create.
+
+## Available Commands
+
+Users can invoke these commands for structured workflows:
+
+| Command | Purpose |
+|---------|---------|
+| `/cmdb-search <query>` | Search across all CMDB objects |
+| `/cmdb-device <action>` | Device CRUD operations |
+| `/cmdb-ip <action>` | IP address and prefix management |
+| `/cmdb-site <action>` | Site and location management |
+| `/cmdb-audit [scope]` | Data quality analysis |
+| `/cmdb-register` | Register current machine |
+| `/cmdb-sync` | Sync machine state with NetBox |

plugins/cmdb-assistant/commands/change-audit.md

@@ -0,0 +1,163 @@
+---
+description: Audit NetBox changes with filtering by date, user, or object type
+---
+
+# CMDB Change Audit
+
+Query and analyze the NetBox audit log for change tracking and compliance.
+
+## Usage
+
+```
+/change-audit [filters]
+```
+
+**Filters:**
+- `last <N> days/hours` - Changes within time period
+- `by <username>` - Changes by specific user
+- `type <object-type>` - Changes to specific object type
+- `action <create|update|delete>` - Filter by action type
+- `object <name>` - Search for changes to specific object
+
+## Instructions
+
+You are a change auditor that queries NetBox's object change log and generates audit reports.
+
+### MCP Tools
+
+Use these tools to query the audit log:
+
+- `extras_list_object_changes` - List changes with filters:
+  - `user_id` - Filter by user ID
+  - `changed_object_type` - Filter by object type (e.g., "dcim.device", "ipam.ipaddress")
+  - `action` - Filter by action: "create", "update", "delete"
+
+- `extras_get_object_change` - Get detailed change record by ID
+
+### Common Object Types
+
+| Category | Object Types |
+|----------|--------------|
+| DCIM | `dcim.device`, `dcim.interface`, `dcim.site`, `dcim.rack`, `dcim.cable` |
+| IPAM | `ipam.ipaddress`, `ipam.prefix`, `ipam.vlan`, `ipam.vrf` |
+| Virtualization | `virtualization.virtualmachine`, `virtualization.cluster` |
+| Tenancy | `tenancy.tenant`, `tenancy.contact` |
+
+### Workflow
+
+1. **Parse user request** to determine filters
+2. **Query object changes** using `extras_list_object_changes`
+3. **Enrich data** by fetching detailed records if needed
+4. **Analyze patterns** in the changes
+5. **Generate report** in structured format
+
+### Report Format
+
+```markdown
+## NetBox Change Audit Report
+
+**Generated:** [timestamp]
+**Period:** [date range or "All time"]
+**Filters:** [applied filters]
+
+### Summary
+
+| Metric | Count |
+|--------|-------|
+| Total Changes | X |
+| Creates | Y |
+| Updates | Z |
+| Deletes | W |
+| Unique Users | N |
+| Object Types | M |
+
+### Changes by Action
+
+#### Created Objects (Y)
+
+| Time | User | Object Type | Object | Details |
+|------|------|-------------|--------|---------|
+| 2024-01-15 14:30 | admin | dcim.device | server-01 | Created device |
+| ... | ... | ... | ... | ... |
+
+#### Updated Objects (Z)
+
+| Time | User | Object Type | Object | Changed Fields |
+|------|------|-------------|--------|----------------|
+| 2024-01-15 15:00 | john | ipam.ipaddress | 10.0.1.50/24 | status, description |
+| ... | ... | ... | ... | ... |
+
+#### Deleted Objects (W)
+
+| Time | User | Object Type | Object | Details |
+|------|------|-------------|--------|---------|
+| 2024-01-14 09:00 | admin | dcim.interface | eth2 | Removed from server-01 |
+| ... | ... | ... | ... | ... |
+
+### Changes by User
+
+| User | Creates | Updates | Deletes | Total |
+|------|---------|---------|---------|-------|
+| admin | 5 | 10 | 2 | 17 |
+| john | 3 | 8 | 0 | 11 |
+
+### Changes by Object Type
+
+| Object Type | Creates | Updates | Deletes | Total |
+|-------------|---------|---------|---------|-------|
+| dcim.device | 2 | 5 | 0 | 7 |
+| ipam.ipaddress | 4 | 3 | 1 | 8 |
+
+### Timeline
+
+```
+2024-01-15: ████████ 8 changes
+2024-01-14: ████ 4 changes
+2024-01-13: ██ 2 changes
+```
+
+### Notable Patterns
+
+- **Bulk operations:** [Identify if many changes happened in short time]
+- **Unusual activity:** [Flag unexpected deletions or after-hours changes]
+- **Missing audit trail:** [Note if expected changes are not logged]
+
+### Recommendations
+
+1. [Any security or process recommendations based on findings]
+```
+
+### Time Period Handling
+
+When user specifies "last N days":
+- The NetBox API may not have direct date filtering in `extras_list_object_changes`
+- Fetch recent changes and filter client-side by the `time` field
+- Note any limitations in the report
+
+### Enriching Change Details
+
+For detailed audit, use `extras_get_object_change` with the change ID to see:
+- `prechange_data` - Object state before change
+- `postchange_data` - Object state after change
+- `request_id` - Links related changes in same request
+
+### Security Audit Mode
+
+If user asks for "security audit" or "compliance report":
+1. Focus on deletions and permission-sensitive changes
+2. Highlight changes to critical objects (firewalls, VRFs, prefixes)
+3. Flag changes outside business hours
+4. Identify users with high change counts
+
+## Examples
+
+- `/change-audit` - Show recent changes (last 24 hours)
+- `/change-audit last 7 days` - Changes in past week
+- `/change-audit by admin` - All changes by admin user
+- `/change-audit type dcim.device` - Device changes only
+- `/change-audit action delete` - All deletions
+- `/change-audit object server-01` - Changes to server-01
+
+## User Request
+
+$ARGUMENTS

plugins/cmdb-assistant/commands/cmdb-audit.md

@@ -0,0 +1,195 @@
+---
+description: Audit NetBox data quality and identify consistency issues
+---
+
+# CMDB Data Quality Audit
+
+Analyze NetBox data for quality issues and best practice violations.
+
+## Usage
+
+```
+/cmdb-audit [scope]
+```
+
+**Scopes:**
+- `all` (default) - Full audit across all categories
+- `vms` - Virtual machines only
+- `devices` - Physical devices only
+- `naming` - Naming convention analysis
+- `roles` - Role fragmentation analysis
+
+## Instructions
+
+You are a data quality auditor for NetBox. Your job is to identify consistency issues and best practice violations.
+
+**IMPORTANT:** Load the `netbox-patterns` skill for best practice reference.
+
+### Phase 1: Data Collection
+
+Run these MCP tool calls to gather data for analysis:
+
+```
+1. virt_list_vms (no filters - get all)
+2. dcim_list_devices (no filters - get all)
+3. virt_list_clusters (no filters)
+4. dcim_list_sites
+5. tenancy_list_tenants
+6. dcim_list_device_roles
+7. dcim_list_platforms
+```
+
+Store the results for analysis.
+
+### Phase 2: Quality Checks
+
+Analyze collected data for these issues by severity:
+
+#### CRITICAL Issues (must fix immediately)
+
+| Check | Detection |
+|-------|-----------|
+| VMs without cluster | `cluster` field is null AND `site` field is null |
+| Devices without site | `site` field is null |
+| Active devices without primary IP | `status=active` AND `primary_ip4` is null AND `primary_ip6` is null |
+
+#### HIGH Issues (should fix soon)
+
+| Check | Detection |
+|-------|-----------|
+| VMs without site | VM has no site (neither direct nor via cluster.site) |
+| VMs without tenant | `tenant` field is null |
+| Devices without platform | `platform` field is null |
+| Clusters not scoped to site | `site` field is null on cluster |
+| VMs without role | `role` field is null |
+
+#### MEDIUM Issues (plan to address)
+
+| Check | Detection |
+|-------|-----------|
+| Inconsistent naming | Names don't match patterns: devices=`{role}-{site}-{num}`, VMs=`{env}-{app}-{num}` |
+| Role fragmentation | More than 10 device roles with <3 assignments each |
+| Missing tags on production | Active resources without any tags |
+| Mixed naming separators | Some names use `_`, others use `-` |
+
+#### LOW Issues (informational)
+
+| Check | Detection |
+|-------|-----------|
+| Docker containers as VMs | Cluster type is "Docker Compose" - document this modeling choice |
+| VMs without description | `description` field is empty |
+| Sites without physical address | `physical_address` is empty |
+| Devices without serial | `serial` field is empty |
+
+### Phase 3: Naming Convention Analysis
+
+For naming scope, analyze patterns:
+
+1. **Extract naming patterns** from existing objects
+2. **Identify dominant patterns** (most common conventions)
+3. **Flag outliers** that don't match dominant patterns
+4. **Suggest standardization** based on best practices
+
+**Expected Patterns:**
+- Devices: `{role}-{location}-{number}` (e.g., `web-dc1-01`)
+- VMs: `{prefix}_{service}` or `{env}-{app}-{number}` (e.g., `prod-api-01`)
+- Clusters: `{site}-{type}` (e.g., `home-docker`)
+
+### Phase 4: Role Analysis
+
+For roles scope, analyze fragmentation:
+
+1. **List all device roles** with assignment counts
+2. **Identify single-use roles** (only 1 device/VM)
+3. **Identify similar roles** that could be consolidated
+4. **Suggest consolidation** based on patterns
+
+**Red Flags:**
+- More than 15 highly specific roles
+- Roles with technology in name (use platform instead)
+- Roles that duplicate functionality
+
+### Phase 5: Report Generation
+
+Present findings in this structure:
+
+```markdown
+## CMDB Data Quality Audit Report
+
+**Generated:** [timestamp]
+**Scope:** [scope parameter]
+
+### Summary
+
+| Metric | Count |
+|--------|-------|
+| Total VMs | X |
+| Total Devices | Y |
+| Total Clusters | Z |
+| **Total Issues** | **N** |
+
+| Severity | Count |
+|----------|-------|
+| Critical | A |
+| High | B |
+| Medium | C |
+| Low | D |
+
+### Critical Issues
+
+[List each with specific object names and IDs]
+
+**Example:**
+- VM `HotServ` (ID: 1) - No cluster or site assignment
+- Device `server-01` (ID: 5) - No site assignment
+
+### High Issues
+
+[List each with specific object names]
+
+### Medium Issues
+
+[Grouped by category with counts]
+
+### Recommendations
+
+1. **[Most impactful fix]** - affects N objects
+2. **[Second priority]** - affects M objects
+...
+
+### Quick Fixes
+
+Commands to fix common issues:
+
+```
+# Assign site to VM
+virt_update_vm id=X site=Y
+
+# Assign platform to device
+dcim_update_device id=X platform=Y
+```
+
+### Next Steps
+
+- Run `/cmdb-register` to properly register new machines
+- Use `/cmdb-sync` to update existing registrations
+- Consider bulk updates via NetBox web UI for >10 items
+```
+
+## Scope-Specific Instructions
+
+### For `vms` scope:
+Focus only on Virtual Machine checks. Skip device and role analysis.
+
+### For `devices` scope:
+Focus only on Device checks. Skip VM and cluster analysis.
+
+### For `naming` scope:
+Focus on naming convention analysis across all objects. Generate detailed pattern report.
+
+### For `roles` scope:
+Focus on role fragmentation analysis. Generate consolidation recommendations.
+
+## User Request
+
+$ARGUMENTS

plugins/cmdb-assistant/commands/cmdb-register.md

@@ -0,0 +1,322 @@
+---
+description: Register the current machine into NetBox with all running applications
+---
+
+# CMDB Machine Registration
+
+Register the current machine into NetBox, including hardware info, network interfaces, and running applications (Docker containers, services).
+
+## Usage
+
+```
+/cmdb-register [--site <site-name>] [--tenant <tenant-name>] [--role <role-name>]
+```
+
+**Options:**
+- `--site <name>`: Site to assign (will prompt if not provided)
+- `--tenant <name>`: Tenant for resource isolation (optional)
+- `--role <name>`: Device role (default: auto-detect based on services)
+
+## Instructions
+
+You are registering the current machine into NetBox. This is a multi-phase process that discovers local system information and creates corresponding NetBox objects.
+
+**IMPORTANT:** Load the `netbox-patterns` skill for best practice reference.
+
+### Phase 1: System Discovery (via Bash)
+
+Gather system information using these commands:
+
+#### 1.1 Basic Device Info
+
+```bash
+# Hostname
+hostname
+
+# OS/Platform info
+cat /etc/os-release 2>/dev/null || uname -a
+
+# Hardware model (varies by system)
+# Raspberry Pi:
+cat /proc/device-tree/model 2>/dev/null || echo "Unknown"
+
+# x86 systems:
+cat /sys/class/dmi/id/product_name 2>/dev/null || echo "Unknown"
+
+# Serial number
+# Raspberry Pi:
+cat /proc/device-tree/serial-number 2>/dev/null || cat /proc/cpuinfo | grep Serial | cut -d: -f2 | tr -d ' ' 2>/dev/null
+
+# x86 systems:
+cat /sys/class/dmi/id/product_serial 2>/dev/null || echo "Unknown"
+
+# CPU info
+nproc
+
+# Memory (MB)
+free -m | awk '/Mem:/ {print $2}'
+
+# Disk (GB, root filesystem)
+df -BG / | awk 'NR==2 {print $2}' | tr -d 'G'
+```
+
+#### 1.2 Network Interfaces
+
+```bash
+# Get interfaces with IPs (JSON format)
+ip -j addr show 2>/dev/null || ip addr show
+
+# Get default gateway interface
+ip route | grep default | awk '{print $5}' | head -1
+
+# Get MAC addresses
+ip -j link show 2>/dev/null || ip link show
+```
+
+#### 1.3 Running Applications
+
+```bash
+# Docker containers (if docker available)
+docker ps --format '{"name":"{{.Names}}","image":"{{.Image}}","status":"{{.Status}}","ports":"{{.Ports}}"}' 2>/dev/null || echo "Docker not available"
+
+# Docker Compose projects (check common locations)
+find ~/apps /home/*/apps -name "docker-compose.yml" -o -name "docker-compose.yaml" 2>/dev/null | head -20
+
+# Systemd services (running)
+systemctl list-units --type=service --state=running --no-pager --plain 2>/dev/null | grep -v "^UNIT" | head -30
+```
+
+### Phase 2: Pre-Registration Checks (via MCP)
+
+Before creating objects, verify prerequisites:
+
+#### 2.1 Check if Device Already Exists
+
+```
+dcim_list_devices name=<hostname>
+```
+
+**If device exists:**
+- Inform user and suggest `/cmdb-sync` instead
+- Ask if they want to proceed with re-registration (will update existing)
+
+#### 2.2 Verify/Create Site
+
+If `--site` provided:
+```
+dcim_list_sites name=<site-name>
+```
+
+If site doesn't exist, ask user if they want to create it.
+
+If no site provided, list available sites and ask user to choose:
+```
+dcim_list_sites
+```
+
+#### 2.3 Verify/Create Platform
+
+Based on OS detected, check if platform exists:
+```
+dcim_list_platforms name=<platform-name>
+```
+
+**Platform naming:**
+- `Raspberry Pi OS (Bookworm)` for Raspberry Pi
+- `Ubuntu 24.04 LTS` for Ubuntu
+- `Debian 12` for Debian
+- Use format: `{OS Name} {Version}`
+
+If platform doesn't exist, create it:
+```
+dcim_create_platform name=<platform-name> slug=<slug>
+```
+
+#### 2.4 Verify/Create Device Role
+
+Based on detected services:
+- If Docker containers found → `Docker Host`
+- If only basic services → `Server`
+- If specific role specified → Use that
+
+```
+dcim_list_device_roles name=<role-name>
+```
+
+### Phase 3: Device Registration (via MCP)
+
+#### 3.1 Get/Create Manufacturer and Device Type
+
+For Raspberry Pi:
+```
+dcim_list_manufacturers name="Raspberry Pi Foundation"
+dcim_list_device_types manufacturer_id=X model="Raspberry Pi 4 Model B"
+```
+
+Create if not exists.
+
+For generic x86:
+```
+dcim_list_manufacturers name=<detected-manufacturer>
+```
+
+#### 3.2 Create Device
+
+```
+dcim_create_device
+  name=<hostname>
+  device_type=<device_type_id>
+  role=<role_id>
+  site=<site_id>
+  platform=<platform_id>
+  tenant=<tenant_id>  # if provided
+  serial=<serial>
+  description="Registered via cmdb-assistant"
+```
+
+#### 3.3 Create Interfaces
+
+For each network interface discovered:
+```
+dcim_create_interface
+  device=<device_id>
+  name=<interface_name>  # eth0, wlan0, tailscale0, etc.
+  type=<type>            # 1000base-t, virtual, other
+  mac_address=<mac>
+  enabled=true
+```
+
+**Interface type mapping:**
+- `eth*`, `enp*` → `1000base-t`
+- `wlan*` → `ieee802.11ax` (or appropriate wifi type)
+- `tailscale*`, `docker*`, `br-*` → `virtual`
+- `lo` → skip (loopback)
+
+#### 3.4 Create IP Addresses
+
+For each IP on each interface:
+```
+ipam_create_ip_address
+  address=<ip/prefix>    # e.g., "192.168.1.100/24"
+  assigned_object_type="dcim.interface"
+  assigned_object_id=<interface_id>
+  status="active"
+  description="Discovered via cmdb-register"
+```
+
+#### 3.5 Set Primary IP
+
+Identify primary IP (interface with default route):
+```
+dcim_update_device
+  id=<device_id>
+  primary_ip4=<primary_ip_id>
+```
+
+### Phase 4: Container Registration (via MCP)
+
+If Docker containers were discovered:
+
+#### 4.1 Create/Get Cluster Type
+
+```
+virt_list_cluster_types name="Docker Compose"
+```
+
+Create if not exists:
+```
+virt_create_cluster_type name="Docker Compose" slug="docker-compose"
+```
+
+#### 4.2 Create Cluster
+
+For each Docker Compose project directory found:
+```
+virt_create_cluster
+  name=<project-name>  # e.g., "apps-hotport"
+  type=<cluster_type_id>
+  site=<site_id>
+  description="Docker Compose stack on <hostname>"
+```
+
+#### 4.3 Create VMs for Containers
+
+For each running container:
+```
+virt_create_vm
+  name=<container_name>
+  cluster=<cluster_id>
+  site=<site_id>
+  role=<role_id>        # Map container function to role
+  status="active"
+  vcpus=<cpu_shares>    # Default 1.0 if unknown
+  memory=<memory_mb>    # Default 256 if unknown
+  disk=<disk_gb>        # Default 5 if unknown
+  description=<container purpose>
+  comments=<image, ports, volumes info>
+```
+
+**Container role mapping:**
+- `*caddy*`, `*nginx*`, `*traefik*` → "Reverse Proxy"
+- `*db*`, `*postgres*`, `*mysql*`, `*redis*` → "Database"
+- `*webui*`, `*frontend*` → "Web Application"
+- Others → Infer from image name or use generic "Container"
+
+### Phase 5: Documentation
+
+#### 5.1 Add Journal Entry
+
+```
+extras_create_journal_entry
+  assigned_object_type="dcim.device"
+  assigned_object_id=<device_id>
+  comments="Device registered via /cmdb-register command\n\nDiscovered:\n- X network interfaces\n- Y IP addresses\n- Z Docker containers"
+```
+
+### Phase 6: Summary Report
+
+Present registration summary:
+
+```markdown
+## Machine Registration Complete
+
+### Device Created
+- **Name:** <hostname>
+- **Site:** <site>
+- **Platform:** <platform>
+- **Role:** <role>
+- **ID:** <device_id>
+- **URL:** https://netbox.example.com/dcim/devices/<id>/
+
+### Network Interfaces
+| Interface | Type | MAC | IP Address |
+|-----------|------|-----|------------|
+| eth0 | 1000base-t | aa:bb:cc:dd:ee:ff | 192.168.1.100/24 |
+| tailscale0 | virtual | - | 100.x.x.x/32 |
+
+### Primary IP: 192.168.1.100
+
+### Docker Containers Registered (if applicable)
+**Cluster:** <cluster_name> (ID: <cluster_id>)
+
+| Container | Role | vCPUs | Memory | Status |
+|-----------|------|-------|--------|--------|
+| media_jellyfin | Media Server | 2.0 | 2048MB | Active |
+| media_sonarr | Media Management | 1.0 | 512MB | Active |
+
+### Next Steps
+- Run `/cmdb-sync` periodically to keep data current
+- Run `/cmdb-audit` to check data quality
+- Add tags for classification (env:*, team:*, etc.)
+```
+
+## Error Handling
+
+- **Device already exists:** Suggest `/cmdb-sync` or ask to proceed
+- **Site not found:** List available sites, offer to create new
+- **Docker not available:** Skip container registration, note in summary
+- **Permission denied:** Note which operations failed, suggest fixes
+
+## User Request
+
+$ARGUMENTS

plugins/cmdb-assistant/commands/cmdb-sync.md

@@ -0,0 +1,336 @@
+---
+description: Synchronize current machine state with existing NetBox record
+---
+
+# CMDB Machine Sync
+
+Update an existing NetBox device record with the current machine state. Compares local system information with NetBox and applies changes.
+
+## Usage
+
+```
+/cmdb-sync [--full] [--dry-run]
+```
+
+**Options:**
+- `--full`: Force refresh all fields, even unchanged ones
+- `--dry-run`: Show what would change without applying updates
+
+## Instructions
+
+You are synchronizing the current machine's state with its NetBox record. This involves comparing current system state with stored data and updating differences.
+
+**IMPORTANT:** Load the `netbox-patterns` skill for best practice reference.
+
+### Phase 1: Device Lookup (via MCP)
+
+First, find the existing device record:
+
+```bash
+# Get current hostname
+hostname
+```
+
+```
+dcim_list_devices name=<hostname>
+```
+
+**If device not found:**
+- Inform user: "Device '<hostname>' not found in NetBox"
+- Suggest: "Run `/cmdb-register` to register this machine first"
+- Exit sync
+
+**If device found:**
+- Store device ID and all current field values
+- Fetch interfaces: `dcim_list_interfaces device_id=<device_id>`
+- Fetch IPs: `ipam_list_ip_addresses device_id=<device_id>`
+
+Also check for associated clusters/VMs:
+```
+virt_list_clusters  # Look for cluster associated with this device
+virt_list_vms cluster=<cluster_id>  # If cluster found
+```
+
+### Phase 2: Current State Discovery (via Bash)
+
+Gather current system information (same as `/cmdb-register`):
+
+```bash
+# Device info
+hostname
+cat /etc/os-release 2>/dev/null || uname -a
+nproc
+free -m | awk '/Mem:/ {print $2}'
+df -BG / | awk 'NR==2 {print $2}' | tr -d 'G'
+
+# Network interfaces with IPs
+ip -j addr show 2>/dev/null || ip addr show
+
+# Docker containers
+docker ps --format '{"name":"{{.Names}}","image":"{{.Image}}","status":"{{.Status}}"}' 2>/dev/null || echo "[]"
+```
+
+### Phase 3: Comparison
+
+Compare discovered state with NetBox record:
+
+#### 3.1 Device Attributes
+
+| Field | Compare |
+|-------|---------|
+| Platform | OS version changed? |
+| Status | Still active? |
+| Serial | Match? |
+| Description | Keep existing |
+
+#### 3.2 Network Interfaces
+
+| Change Type | Detection |
+|-------------|-----------|
+| New interface | Interface exists locally but not in NetBox |
+| Removed interface | Interface in NetBox but not locally |
+| Changed MAC | MAC address different |
+| Interface type | Type mismatch |
+
+#### 3.3 IP Addresses
+
+| Change Type | Detection |
+|-------------|-----------|
+| New IP | IP exists locally but not in NetBox |
+| Removed IP | IP in NetBox but not locally (on this device) |
+| Primary IP changed | Default route interface changed |
+
+#### 3.4 Docker Containers
+
+| Change Type | Detection |
+|-------------|-----------|
+| New container | Container running locally but no VM in cluster |
+| Stopped container | VM exists but container not running |
+| Resource change | vCPUs/memory different (if trackable) |
+
+### Phase 4: Diff Report
+
+Present changes to user:
+
+```markdown
+## Sync Diff Report
+
+**Device:** <hostname> (ID: <device_id>)
+**NetBox URL:** https://netbox.example.com/dcim/devices/<id>/
+
+### Device Attributes
+| Field | NetBox Value | Current Value | Action |
+|-------|--------------|---------------|--------|
+| Platform | Ubuntu 22.04 | Ubuntu 24.04 | UPDATE |
+| Status | active | active | - |
+
+### Network Interfaces
+
+#### New Interfaces (will create)
+| Interface | Type | MAC | IPs |
+|-----------|------|-----|-----|
+| tailscale0 | virtual | - | 100.x.x.x/32 |
+
+#### Removed Interfaces (will mark offline)
+| Interface | Type | Reason |
+|-----------|------|--------|
+| eth1 | 1000base-t | Not found locally |
+
+#### Changed Interfaces
+| Interface | Field | Old | New |
+|-----------|-------|-----|-----|
+| eth0 | mac_address | aa:bb:cc:00:00:00 | aa:bb:cc:11:11:11 |
+
+### IP Addresses
+
+#### New IPs (will create)
+- 192.168.1.150/24 on eth0
+
+#### Removed IPs (will unassign)
+- 192.168.1.100/24 from eth0
+
+### Docker Containers
+
+#### New Containers (will create VMs)
+| Container | Image | Role |
+|-----------|-------|------|
+| media_lidarr | linuxserver/lidarr | Media Management |
+
+#### Stopped Containers (will mark offline)
+| Container | Last Status |
+|-----------|-------------|
+| media_bazarr | Exited |
+
+### Summary
+- **Updates:** X
+- **Creates:** Y
+- **Removals/Offline:** Z
+```
+
+### Phase 5: User Confirmation
+
+If not `--dry-run`:
+
+```
+The following changes will be applied:
+- Update device platform to "Ubuntu 24.04"
+- Create interface "tailscale0"
+- Create IP "100.x.x.x/32" on tailscale0
+- Create VM "media_lidarr" in cluster
+- Mark VM "media_bazarr" as offline
+
+Proceed with sync? [Y/n]
+```
+
+**Use AskUserQuestion** to get confirmation.
+
+### Phase 6: Apply Updates (via MCP)
+
+Only if user confirms (or `--full` specified):
+
+#### 6.1 Device Updates
+
+```
+dcim_update_device
+  id=<device_id>
+  platform=<new_platform_id>
+  # ... other changed fields
+```
+
+#### 6.2 Interface Updates
+
+**For new interfaces:**
+```
+dcim_create_interface
+  device=<device_id>
+  name=<interface_name>
+  type=<type>
+  mac_address=<mac>
+  enabled=true
+```
+
+**For removed interfaces:**
+```
+dcim_update_interface
+  id=<interface_id>
+  enabled=false
+  description="Marked offline by cmdb-sync - interface no longer present"
+```
+
+**For changed interfaces:**
+```
+dcim_update_interface
+  id=<interface_id>
+  mac_address=<new_mac>
+```
+
+#### 6.3 IP Address Updates
+
+**For new IPs:**
+```
+ipam_create_ip_address
+  address=<ip/prefix>
+  assigned_object_type="dcim.interface"
+  assigned_object_id=<interface_id>
+  status="active"
+```
+
+**For removed IPs:**
+```
+ipam_update_ip_address
+  id=<ip_id>
+  assigned_object_type=null
+  assigned_object_id=null
+  description="Unassigned by cmdb-sync"
+```
+
+#### 6.4 Primary IP Update
+
+If primary IP changed:
+```
+dcim_update_device
+  id=<device_id>
+  primary_ip4=<new_primary_ip_id>
+```
+
+#### 6.5 Container/VM Updates
+
+**For new containers:**
+```
+virt_create_vm
+  name=<container_name>
+  cluster=<cluster_id>
+  status="active"
+  # ... other fields
+```
+
+**For stopped containers:**
+```
+virt_update_vm
+  id=<vm_id>
+  status="offline"
+  description="Container stopped - detected by cmdb-sync"
+```
+
+### Phase 7: Journal Entry
+
+Document the sync:
+
+```
+extras_create_journal_entry
+  assigned_object_type="dcim.device"
+  assigned_object_id=<device_id>
+  comments="Device synced via /cmdb-sync command\n\nChanges applied:\n- <list of changes>"
+```
+
+### Phase 8: Summary Report
+
+```markdown
+## Sync Complete
+
+**Device:** <hostname>
+**Sync Time:** <timestamp>
+
+### Changes Applied
+- Updated platform: Ubuntu 22.04 → Ubuntu 24.04
+- Created interface: tailscale0 (ID: X)
+- Created IP: 100.x.x.x/32 (ID: Y)
+- Created VM: media_lidarr (ID: Z)
+- Marked VM offline: media_bazarr (ID: W)
+
+### Current State
+- **Interfaces:** 4 (3 active, 1 offline)
+- **IP Addresses:** 5
+- **Containers/VMs:** 8 (7 active, 1 offline)
+
+### Next Sync
+Run `/cmdb-sync` again after:
+- Adding/removing Docker containers
+- Changing network configuration
+- OS upgrades
+```
+
+## Dry Run Mode
+
+If `--dry-run` specified:
+- Complete Phase 1-4 (lookup, discovery, compare, diff report)
+- Skip Phase 5-8 (no confirmation, no updates, no journal)
+- End with: "Dry run complete. No changes applied. Run without --dry-run to apply."
+
+## Full Sync Mode
+
+If `--full` specified:
+- Skip user confirmation
+- Update all fields even if unchanged (force refresh)
+- Useful for ensuring NetBox matches current state exactly
+
+## Error Handling
+
+- **Device not found:** Suggest `/cmdb-register`
+- **Permission denied on updates:** Note which failed, continue with others
+- **Cluster not found:** Offer to create or skip container sync
+- **API errors:** Log error, continue with remaining updates
+
+## User Request
+
+$ARGUMENTS

plugins/cmdb-assistant/commands/cmdb-topology.md

@@ -0,0 +1,182 @@
+---
+description: Generate infrastructure topology diagrams from NetBox data
+---
+
+# CMDB Topology Visualization
+
+Generate Mermaid diagrams showing infrastructure topology from NetBox.
+
+## Usage
+
+```
+/cmdb-topology <view> [scope]
+```
+
+**Views:**
+- `rack <rack-name>` - Rack elevation showing devices and positions
+- `network [site]` - Network topology showing device connections via cables
+- `site <site-name>` - Site overview with racks and device counts
+- `full` - Full infrastructure overview
+
+## Instructions
+
+You are a topology visualization assistant that queries NetBox and generates Mermaid diagrams.
+
+### View: Rack Elevation
+
+Generate a rack view showing devices and their positions.
+
+**Data Collection:**
+1. Use `dcim_list_racks` to find the rack by name
+2. Use `dcim_list_devices` with `rack_id` filter to get devices in rack
+3. For each device, note: `position`, `u_height`, `face`, `name`, `role`
+
+**Mermaid Output:**
+
+```mermaid
+graph TB
+    subgraph rack["Rack: <rack-name> (U<height>)"]
+        direction TB
+        u42["U42: empty"]
+        u41["U41: empty"]
+        u40["U40: server-01 (Server)"]
+        u39["U39: server-01 (cont.)"]
+        u38["U38: switch-01 (Switch)"]
+        %% ... continue for all units
+    end
+```
+
+**For devices spanning multiple U:**
+- Mark the top U with device name and role
+- Mark subsequent Us as "(cont.)" for the same device
+- Empty Us should show "empty"
+
+### View: Network Topology
+
+Generate a network diagram showing device connections.
+
+**Data Collection:**
+1. Use `dcim_list_sites` if no site specified (get all)
+2. Use `dcim_list_devices` with optional `site_id` filter
+3. Use `dcim_list_cables` to get all connections
+4. Use `dcim_list_interfaces` for each device to understand port names
+
+**Mermaid Output:**
+
+```mermaid
+graph TD
+    subgraph site1["Site: Home"]
+        router1[("core-router-01<br/>Router")]
+        switch1[["dist-switch-01<br/>Switch"]]
+        server1["web-server-01<br/>Server"]
+        server2["db-server-01<br/>Server"]
+    end
+
+    router1 -->|"eth0 - eth1"| switch1
+    switch1 -->|"gi0/1 - eth0"| server1
+    switch1 -->|"gi0/2 - eth0"| server2
+```
+
+**Node shapes by role:**
+- Router: `[(" ")]` (cylinder/database shape)
+- Switch: `[[ ]]` (double brackets)
+- Server: `[ ]` (rectangle)
+- Firewall: `{{ }}` (hexagon)
+- Other: `[ ]` (rectangle)
+
+**Edge labels:** Show interface names on both ends (A-side - B-side)
+
+### View: Site Overview
+
+Generate a site-level view showing racks and summary counts.
+
+**Data Collection:**
+1. Use `dcim_get_site` to get site details
+2. Use `dcim_list_racks` with `site_id` filter
+3. Use `dcim_list_devices` with `site_id` filter for counts per rack
+
+**Mermaid Output:**
+
+```mermaid
+graph TB
+    subgraph site["Site: Headquarters"]
+        subgraph row1["Row 1"]
+            rack1["Rack A1<br/>12/42 U used<br/>5 devices"]
+            rack2["Rack A2<br/>20/42 U used<br/>8 devices"]
+        end
+        subgraph row2["Row 2"]
+            rack3["Rack B1<br/>8/42 U used<br/>3 devices"]
+        end
+    end
+```
+
+### View: Full Infrastructure
+
+Generate a high-level view of all sites and their relationships.
+
+**Data Collection:**
+1. Use `dcim_list_regions` to get hierarchy
+2. Use `dcim_list_sites` to get all sites
+3. Use `dcim_list_devices` with status filter for counts
+
+**Mermaid Output:**
+
+```mermaid
+graph TB
+    subgraph region1["Region: Americas"]
+        site1["Headquarters<br/>3 racks, 25 devices"]
+        site2["Branch Office<br/>1 rack, 5 devices"]
+    end
+    subgraph region2["Region: Europe"]
+        site3["EU Datacenter<br/>10 racks, 100 devices"]
+    end
+
+    site1 -.->|"WAN Link"| site3
+```
+
+### Output Format
+
+Always provide:
+
+1. **Summary** - Brief description of what the diagram shows
+2. **Mermaid Code Block** - The diagram code in a fenced code block
+3. **Legend** - Explanation of shapes and colors used
+4. **Data Notes** - Any data quality issues (e.g., devices without position, missing cables)
+
+**Example Output:**
+
+```markdown
+## Network Topology: Home Site
+
+This diagram shows the network connections between 4 devices at the Home site.
+
+```mermaid
+graph TD
+    router1[("core-router<br/>Router")]
+    switch1[["main-switch<br/>Switch"]]
+    server1["homelab-01<br/>Server"]
+
+    router1 -->|"eth0 - gi0/24"| switch1
+    switch1 -->|"gi0/1 - eth0"| server1
+```
+
+**Legend:**
+- Cylinder shape: Routers
+- Double brackets: Switches
+- Rectangle: Servers
+
+**Data Notes:**
+- 1 device (nas-01) has no cable connections documented
+```
+
+## Examples
+
+- `/cmdb-topology rack server-rack-01` - Show devices in server-rack-01
+- `/cmdb-topology network` - Show all network connections
+- `/cmdb-topology network Home` - Show network topology for Home site only
+- `/cmdb-topology site Headquarters` - Show rack overview for Headquarters
+- `/cmdb-topology full` - Show full infrastructure overview
+
+## User Request
+
+$ARGUMENTS

plugins/cmdb-assistant/commands/ip-conflicts.md

@@ -0,0 +1,226 @@
+---
+description: Detect IP address conflicts and overlapping prefixes in NetBox
+---
+
+# CMDB IP Conflict Detection
+
+Scan NetBox IPAM data to identify IP address conflicts and overlapping prefixes.
+
+## Usage
+
+```
+/ip-conflicts [scope]
+```
+
+**Scopes:**
+- `all` (default) - Full scan of all IP data
+- `addresses` - Check for duplicate IP addresses only
+- `prefixes` - Check for overlapping prefixes only
+- `vrf <name>` - Scan specific VRF only
+- `prefix <cidr>` - Scan within specific prefix
+
+## Instructions
+
+You are an IP conflict detection specialist that analyzes NetBox IPAM data for conflicts and issues.
+
+### Conflict Types to Detect
+
+#### 1. Duplicate IP Addresses
+
+Multiple IP address records with the same address (within same VRF).
+
+**Detection:**
+1. Use `ipam_list_ip_addresses` to get all addresses
+2. Group by address + VRF combination
+3. Flag groups with more than one record
+
+**Exception:** Anycast addresses may legitimately appear multiple times - check the `role` field for "anycast".
+
+#### 2. Overlapping Prefixes
+
+Prefixes that contain the same address space (within same VRF).
+
+**Detection:**
+1. Use `ipam_list_prefixes` to get all prefixes
+2. For each prefix pair in the same VRF, check if one contains the other
+3. Legitimate hierarchies should have proper parent-child relationships
+
+**Legitimate Overlaps:**
+- Parent/child prefix hierarchy (e.g., 10.0.0.0/8 contains 10.0.1.0/24)
+- Different VRFs (isolated routing tables)
+- Marked as "container" status
+
+#### 3. IPs Outside Their Prefix
+
+IP addresses that don't fall within any defined prefix.
+
+**Detection:**
+1. For each IP address, find the most specific prefix that contains it
+2. Flag IPs with no matching prefix
+
+#### 4. Prefix Overlap Across VRFs (Informational)
+
+Same prefix appearing in multiple VRFs - not necessarily a conflict, but worth noting.
+
+### MCP Tools
+
+- `ipam_list_ip_addresses` - Get all IP addresses with filters:
+  - `address` - Filter by specific address
+  - `vrf_id` - Filter by VRF
+  - `parent` - Filter by parent prefix
+  - `status` - Filter by status
+
+- `ipam_list_prefixes` - Get all prefixes with filters:
+  - `prefix` - Filter by prefix CIDR
+  - `vrf_id` - Filter by VRF
+  - `within` - Find prefixes within a parent
+  - `contains` - Find prefixes containing an address
+
+- `ipam_list_vrfs` - List VRFs for context
+- `ipam_get_ip_address` - Get detailed IP info including assigned device/interface
+- `ipam_get_prefix` - Get detailed prefix info
+
+### Workflow
+
+1. **Data Collection**
+   - Fetch all IP addresses (or filtered set)
+   - Fetch all prefixes (or filtered set)
+   - Fetch VRFs for context
+
+2. **Duplicate Detection**
+   - Build address map: `{address+vrf: [records]}`
+   - Filter for entries with >1 record
+
+3. **Overlap Detection**
+   - For each VRF, compare prefixes pairwise
+   - Check using CIDR math: does prefix A contain prefix B or vice versa?
+   - Ignore legitimate hierarchies (status=container)
+
+4. **Orphan IP Detection**
+   - For each IP, find containing prefix
+   - Flag IPs with no prefix match
+
+5. **Generate Report**
+
+### Report Format
+
+```markdown
+## IP Conflict Detection Report
+
+**Generated:** [timestamp]
+**Scope:** [scope parameter]
+
+### Summary
+
+| Check | Status | Count |
+|-------|--------|-------|
+| Duplicate IPs | [PASS/FAIL] | X |
+| Overlapping Prefixes | [PASS/FAIL] | Y |
+| Orphan IPs | [PASS/FAIL] | Z |
+| Total Issues | - | N |
+
+### Critical Issues
+
+#### Duplicate IP Addresses
+
+| Address | VRF | Count | Assigned To |
+|---------|-----|-------|-------------|
+| 10.0.1.50/24 | Global | 2 | server-01 (eth0), server-02 (eth0) |
+| 192.168.1.100/24 | Global | 2 | router-01 (gi0/1), switch-01 (vlan10) |
+
+**Impact:** IP conflicts cause network connectivity issues. Devices will have intermittent connectivity.
+
+**Resolution:**
+- Determine which device should have the IP
+- Update or remove the duplicate assignment
+- Consider IP reservation to prevent future conflicts
+
+#### Overlapping Prefixes
+
+| Prefix 1 | Prefix 2 | VRF | Type |
+|----------|----------|-----|------|
+| 10.0.0.0/24 | 10.0.0.0/25 | Global | Unstructured overlap |
+| 192.168.0.0/16 | 192.168.1.0/24 | Production | Missing container flag |
+
+**Impact:** Overlapping prefixes can cause routing ambiguity and IP management confusion.
+
+**Resolution:**
+- For legitimate hierarchies: Mark parent prefix as status="container"
+- For accidental overlaps: Consolidate or re-address one prefix
+
+### Warnings
+
+#### IPs Without Prefix
+
+| Address | VRF | Assigned To | Nearest Prefix |
+|---------|-----|-------------|----------------|
+| 172.16.5.10/24 | Global | server-03 (eth0) | None found |
+
+**Impact:** IPs without a prefix bypass IPAM allocation controls.
+
+**Resolution:**
+- Create appropriate prefix to contain the IP
+- Or update IP to correct address within existing prefix
+
+### Informational
+
+#### Same Prefix in Multiple VRFs
+
+| Prefix | VRFs | Purpose |
+|--------|------|---------|
+| 10.0.0.0/24 | Global, DMZ, Internal | [Check if intentional] |
+
+### Statistics
+
+| Metric | Value |
+|--------|-------|
+| Total IP Addresses | X |
+| Total Prefixes | Y |
+| Total VRFs | Z |
+| Utilization (IPs/Prefix space) | W% |
+
+### Remediation Commands
+
+```
+# Remove duplicate IP (keep server-01's assignment)
+ipam_delete_ip_address id=123
+
+# Mark prefix as container
+ipam_update_prefix id=456 status=container
+
+# Create missing prefix for orphan IP
+ipam_create_prefix prefix=172.16.5.0/24 status=active
+```
+```
+
+### CIDR Math Reference
+
+For overlap detection, use these rules:
+- Prefix A **contains** Prefix B if: A.network <= B.network AND A.broadcast >= B.broadcast
+- Two prefixes **overlap** if: A.network <= B.broadcast AND B.network <= A.broadcast
+
+**Example:**
+- 10.0.0.0/8 contains 10.0.1.0/24 (legitimate hierarchy)
+- 10.0.0.0/24 and 10.0.0.128/25 overlap (10.0.0.128/25 is within 10.0.0.0/24)
+
+### Severity Levels
+
+| Issue | Severity | Description |
+|-------|----------|-------------|
+| Duplicate IP (same interface type) | CRITICAL | Active conflict, causes outages |
+| Duplicate IP (different roles) | HIGH | Potential conflict |
+| Overlapping prefixes (same status) | HIGH | IPAM management issue |
+| Overlapping prefixes (container ok) | LOW | May need status update |
+| Orphan IP | MEDIUM | Bypasses IPAM controls |
+
+## Examples
+
+- `/ip-conflicts` - Full scan for all conflicts
+- `/ip-conflicts addresses` - Check only for duplicate IPs
+- `/ip-conflicts prefixes` - Check only for overlapping prefixes
+- `/ip-conflicts vrf Production` - Scan only Production VRF
+- `/ip-conflicts prefix 10.0.0.0/8` - Scan within specific prefix range
+
+## User Request
+
+$ARGUMENTS

plugins/cmdb-assistant/hooks/hooks.json

@@ -0,0 +1,21 @@
+{
+  "hooks": {
+    "SessionStart": [
+      {
+        "type": "command",
+        "command": "${CLAUDE_PLUGIN_ROOT}/hooks/startup-check.sh"
+      }
+    ],
+    "PreToolUse": [
+      {
+        "matcher": "mcp__plugin_cmdb-assistant_netbox__virt_create|mcp__plugin_cmdb-assistant_netbox__virt_update|mcp__plugin_cmdb-assistant_netbox__dcim_create|mcp__plugin_cmdb-assistant_netbox__dcim_update",
+        "hooks": [
+          {
+            "type": "command",
+            "command": "${CLAUDE_PLUGIN_ROOT}/hooks/validate-input.sh"
+          }
+        ]
+      }
+    ]
+  }
+}

plugins/cmdb-assistant/hooks/startup-check.sh

@@ -0,0 +1,66 @@
+#!/bin/bash
+# cmdb-assistant SessionStart hook
+# Tests NetBox API connectivity and checks for data quality issues
+# All output MUST have [cmdb-assistant] prefix
+# Non-blocking: always exits 0
+
+set -euo pipefail
+
+PREFIX="[cmdb-assistant]"
+
+# Load NetBox configuration
+NETBOX_CONFIG="$HOME/.config/claude/netbox.env"
+
+if [[ ! -f "$NETBOX_CONFIG" ]]; then
+    echo "$PREFIX NetBox not configured - run /cmdb-assistant:initial-setup"
+    exit 0
+fi
+
+# Source config
+source "$NETBOX_CONFIG"
+
+# Validate required variables
+if [[ -z "${NETBOX_API_URL:-}" ]] || [[ -z "${NETBOX_API_TOKEN:-}" ]]; then
+    echo "$PREFIX Missing NETBOX_API_URL or NETBOX_API_TOKEN in config"
+    exit 0
+fi
+
+# Quick API connectivity test (5s timeout)
+HTTP_CODE=$(curl -s -o /dev/null -w "%{http_code}" -m 5 \
+    -H "Authorization: Token $NETBOX_API_TOKEN" \
+    -H "Accept: application/json" \
+    "${NETBOX_API_URL}/" 2>/dev/null || echo "000")
+
+if [[ "$HTTP_CODE" == "000" ]]; then
+    echo "$PREFIX NetBox API unreachable (timeout/connection error)"
+    exit 0
+elif [[ "$HTTP_CODE" != "200" ]]; then
+    echo "$PREFIX NetBox API returned HTTP $HTTP_CODE - check credentials"
+    exit 0
+fi
+
+# Check for VMs without site assignment (data quality)
+VMS_RESPONSE=$(curl -s -m 5 \
+    -H "Authorization: Token $NETBOX_API_TOKEN" \
+    -H "Accept: application/json" \
+    "${NETBOX_API_URL}/virtualization/virtual-machines/?site__isnull=true&limit=1" 2>/dev/null || echo '{"count":0}')
+
+VMS_NO_SITE=$(echo "$VMS_RESPONSE" | grep -o '"count":[0-9]*' | cut -d: -f2 || echo "0")
+
+if [[ "$VMS_NO_SITE" -gt 0 ]]; then
+    echo "$PREFIX $VMS_NO_SITE VMs without site assignment - run /cmdb-audit for details"
+fi
+
+# Check for devices without platform
+DEVICES_RESPONSE=$(curl -s -m 5 \
+    -H "Authorization: Token $NETBOX_API_TOKEN" \
+    -H "Accept: application/json" \
+    "${NETBOX_API_URL}/dcim/devices/?platform__isnull=true&limit=1" 2>/dev/null || echo '{"count":0}')
+
+DEVICES_NO_PLATFORM=$(echo "$DEVICES_RESPONSE" | grep -o '"count":[0-9]*' | cut -d: -f2 || echo "0")
+
+if [[ "$DEVICES_NO_PLATFORM" -gt 0 ]]; then
+    echo "$PREFIX $DEVICES_NO_PLATFORM devices without platform - consider updating"
+fi
+
+exit 0

plugins/cmdb-assistant/hooks/validate-input.sh

@@ -0,0 +1,79 @@
+#!/bin/bash
+# cmdb-assistant PreToolUse validation hook
+# Validates input parameters for create/update operations
+# NON-BLOCKING: Warns but allows operation to proceed (always exits 0)
+
+set -euo pipefail
+
+PREFIX="[cmdb-assistant]"
+
+# Read tool input from stdin
+INPUT=$(cat)
+
+# Extract tool name from the input
+# Format varies, try to find tool_name or name field
+TOOL_NAME=""
+if echo "$INPUT" | grep -q '"tool_name"'; then
+    TOOL_NAME=$(echo "$INPUT" | grep -o '"tool_name"[[:space:]]*:[[:space:]]*"[^"]*"' | head -1 | sed 's/.*"\([^"]*\)"$/\1/' || true)
+elif echo "$INPUT" | grep -q '"name"'; then
+    TOOL_NAME=$(echo "$INPUT" | grep -o '"name"[[:space:]]*:[[:space:]]*"[^"]*"' | head -1 | sed 's/.*"\([^"]*\)"$/\1/' || true)
+fi
+
+# If we can't determine the tool, exit silently
+if [[ -z "$TOOL_NAME" ]]; then
+    exit 0
+fi
+
+# VM creation/update validation
+if echo "$TOOL_NAME" | grep -qE "virt_create_vm|virt_create_virtual_machine|virt_update_vm|virt_update_virtual_machine"; then
+    WARNINGS=()
+
+    # Check for missing site
+    if ! echo "$INPUT" | grep -qE '"site"[[:space:]]*:[[:space:]]*[0-9]'; then
+        WARNINGS+=("no site assigned")
+    fi
+
+    # Check for missing tenant
+    if ! echo "$INPUT" | grep -qE '"tenant"[[:space:]]*:[[:space:]]*[0-9]'; then
+        WARNINGS+=("no tenant assigned")
+    fi
+
+    # Check for missing platform
+    if ! echo "$INPUT" | grep -qE '"platform"[[:space:]]*:[[:space:]]*[0-9]'; then
+        WARNINGS+=("no platform assigned")
+    fi
+
+    if [[ ${#WARNINGS[@]} -gt 0 ]]; then
+        echo "$PREFIX VM best practice: $(IFS=', '; echo "${WARNINGS[*]}") - consider assigning for data quality"
+    fi
+fi
+
+# Device creation/update validation
+if echo "$TOOL_NAME" | grep -qE "dcim_create_device|dcim_update_device"; then
+    WARNINGS=()
+
+    # Check for missing platform
+    if ! echo "$INPUT" | grep -qE '"platform"[[:space:]]*:[[:space:]]*[0-9]'; then
+        WARNINGS+=("no platform assigned")
+    fi
+
+    # Check for missing tenant
+    if ! echo "$INPUT" | grep -qE '"tenant"[[:space:]]*:[[:space:]]*[0-9]'; then
+        WARNINGS+=("no tenant assigned")
+    fi
+
+    if [[ ${#WARNINGS[@]} -gt 0 ]]; then
+        echo "$PREFIX Device best practice: $(IFS=', '; echo "${WARNINGS[*]}") - consider assigning"
+    fi
+fi
+
+# Cluster creation validation
+if echo "$TOOL_NAME" | grep -qE "virt_create_cluster"; then
+    # Check for missing site scope
+    if ! echo "$INPUT" | grep -qE '"site"[[:space:]]*:[[:space:]]*[0-9]'; then
+        echo "$PREFIX Cluster best practice: no site scope - clusters should be scoped to a site"
+    fi
+fi
+
+# Always allow operation (non-blocking)
+exit 0

plugins/cmdb-assistant/skills/netbox-patterns/SKILL.md

@@ -0,0 +1,249 @@
+---
+description: NetBox best practices for data quality and consistency based on official NetBox Labs guidelines
+---
+
+# NetBox Best Practices Skill
+
+Reference documentation for proper NetBox data modeling, following official NetBox Labs guidelines.
+
+## CRITICAL: Dependency Order
+
+Objects must be created in this order due to foreign key dependencies. Creating objects out of order results in validation errors.
+
+```
+1. ORGANIZATION (no dependencies)
+   ├── Tenant Groups
+   ├── Tenants (optional: Tenant Group)
+   ├── Regions
+   ├── Site Groups
+   └── Tags
+
+2. SITES AND LOCATIONS
+   ├── Sites (optional: Region, Site Group, Tenant)
+   └── Locations (requires: Site, optional: parent Location)
+
+3. DCIM PREREQUISITES
+   ├── Manufacturers
+   ├── Device Types (requires: Manufacturer)
+   ├── Platforms
+   ├── Device Roles
+   └── Rack Roles
+
+4. RACKS
+   └── Racks (requires: Site, optional: Location, Rack Role, Tenant)
+
+5. DEVICES
+   ├── Devices (requires: Device Type, Role, Site; optional: Rack, Location)
+   └── Interfaces (requires: Device)
+
+6. VIRTUALIZATION
+   ├── Cluster Types
+   ├── Cluster Groups
+   ├── Clusters (requires: Cluster Type, optional: Site)
+   ├── Virtual Machines (requires: Cluster OR Site)
+   └── VM Interfaces (requires: Virtual Machine)
+
+7. IPAM
+   ├── VRFs (optional: Tenant)
+   ├── Prefixes (optional: VRF, Site, Tenant)
+   ├── IP Addresses (optional: VRF, Tenant, Interface)
+   └── VLANs (optional: Site, Tenant)
+
+8. CONNECTIONS (last)
+   └── Cables (requires: endpoints)
+```
+
+**Key Rule:** NEVER create a VM before its cluster exists. NEVER create a device before its site exists.
+
+## HIGH: Site Assignment
+
+**All infrastructure objects should have a site:**
+
+| Object Type | Site Requirement |
+|-------------|------------------|
+| Devices | **REQUIRED** |
+| Racks | **REQUIRED** |
+| VMs | RECOMMENDED (via cluster or direct) |
+| Clusters | RECOMMENDED |
+| Prefixes | RECOMMENDED |
+| VLANs | RECOMMENDED |
+
+**Why Sites Matter:**
+- Location-based queries and filtering
+- Power and capacity budgeting
+- Physical inventory tracking
+- Compliance and audit requirements
+
+## HIGH: Tenant Usage
+
+Use tenants for logical resource separation:
+
+**When to Use Tenants:**
+- Multi-team environments (assign resources to teams)
+- Multi-customer scenarios (MSP, hosting)
+- Cost allocation requirements
+- Access control boundaries
+
+**Apply Tenants To:**
+- Sites (who owns the physical location)
+- Devices (who operates the hardware)
+- VMs (who owns the workload)
+- Prefixes (who owns the IP space)
+- VLANs (who owns the network segment)
+
+## HIGH: Platform Tracking
+
+Platforms track OS/runtime information for automation and lifecycle management.
+
+**Platform Examples:**
+| Device Type | Platform Examples |
+|-------------|-------------------|
+| Servers | Ubuntu 24.04, Windows Server 2022, RHEL 9 |
+| Network | Cisco IOS 17.x, Junos 23.x, Arista EOS |
+| Raspberry Pi | Raspberry Pi OS (Bookworm), Ubuntu Server ARM |
+| Containers | Docker Container (as runtime indicator) |
+
+**Benefits:**
+- Vulnerability tracking (CVE correlation)
+- Configuration management integration
+- Lifecycle management (EOL tracking)
+- Automation targeting
+
+## MEDIUM: Tag Conventions
+
+Use tags for cross-cutting classification that spans object types.
+
+**Recommended Tag Patterns:**
+
+| Pattern | Purpose | Examples |
+|---------|---------|----------|
+| `env:*` | Environment classification | `env:production`, `env:staging`, `env:development` |
+| `app:*` | Application grouping | `app:web`, `app:database`, `app:monitoring` |
+| `team:*` | Ownership | `team:platform`, `team:infra`, `team:devops` |
+| `backup:*` | Backup policy | `backup:daily`, `backup:weekly`, `backup:none` |
+| `monitoring:*` | Monitoring level | `monitoring:critical`, `monitoring:standard` |
+
+**Tags vs Custom Fields:**
+- Tags: Cross-object classification, multiple values, filtering
+- Custom Fields: Object-specific structured data, single values, reporting
+
+## MEDIUM: Naming Conventions
+
+Consistent naming improves searchability and automation compatibility.
+
+**Recommended Patterns:**
+
+| Object Type | Pattern | Examples |
+|-------------|---------|----------|
+| Devices | `{role}-{location}-{number}` | `web-dc1-01`, `db-cloud-02`, `fw-home-01` |
+| VMs | `{env}-{app}-{number}` | `prod-api-01`, `dev-worker-03` |
+| Clusters | `{site}-{type}` | `dc1-vmware`, `home-docker` |
+| Prefixes | Include purpose in description | "Production web tier /24" |
+| VLANs | `{site}-{function}` | `dc1-mgmt`, `home-iot` |
+
+**Avoid:**
+- Inconsistent casing (mixing `HotServ` and `hotserv`)
+- Mixed separators (mixing `hhl_cluster` and `media-cluster`)
+- Generic names without context (`server1`, `vm2`)
+- Special characters other than hyphen
+
+## MEDIUM: Role Consolidation
+
+Avoid role fragmentation - use general roles with platform/tags for specificity.
+
+**Instead of:**
+```
+nginx-web-server
+apache-web-server
+web-server-frontend
+web-server-api
+```
+
+**Use:**
+```
+web-server (role) + platform (nginx/apache) + tags (frontend, api)
+```
+
+**Recommended Role Categories:**
+
+| Category | Roles |
+|----------|-------|
+| Infrastructure | `hypervisor`, `storage-server`, `network-device`, `firewall` |
+| Compute | `application-server`, `database-server`, `web-server`, `api-server` |
+| Services | `container-host`, `load-balancer`, `monitoring-server`, `backup-server` |
+| Development | `development-workstation`, `ci-runner`, `build-server` |
+| Containers | `reverse-proxy`, `database`, `cache`, `queue`, `worker` |
+
+## Docker Containers as VMs
+
+NetBox's Virtualization module can model Docker containers:
+
+**Approach:**
+1. Create device for physical Docker host
+2. Create cluster (type: "Docker Compose" or "Docker Swarm")
+3. Associate cluster with host device
+4. Create VMs for each container in the cluster
+
+**VM Fields for Containers:**
+- `name`: Container name (e.g., `media_jellyfin`)
+- `role`: Container function (e.g., `Media Server`)
+- `vcpus`: CPU limit/shares
+- `memory`: Memory limit (MB)
+- `disk`: Volume size estimate
+- `description`: Container purpose
+- `comments`: Image, ports, volumes, dependencies
+
+**This is a pragmatic modeling choice** - containers aren't VMs, but the Virtualization module is the closest fit for tracking container workloads.
+
+## Primary IP Workflow
+
+To set a device/VM's primary IP:
+
+1. Create interface on device/VM
+2. Create IP address assigned to interface
+3. Set IP as `primary_ip4` or `primary_ip6` on device/VM
+
+**Why Primary IP Matters:**
+- Used for device connectivity checks
+- Displayed in device list views
+- Used by automation tools (NAPALM, Ansible)
+- Required for many integrations
+
+## Data Quality Checklist
+
+Before closing a sprint or audit:
+
+- [ ] All VMs have site assignment (direct or via cluster)
+- [ ] All VMs have tenant assignment
+- [ ] All active devices have platform
+- [ ] All active devices have primary IP
+- [ ] Naming follows conventions
+- [ ] No orphaned prefixes (allocated but unused)
+- [ ] Tags applied consistently
+- [ ] Clusters scoped to sites
+- [ ] Roles not overly fragmented
+
+## MCP Tool Reference
+
+**Dependency Order for Creation:**
+```
+1. dcim_create_site
+2. dcim_create_manufacturer
+3. dcim_create_device_type
+4. dcim_create_device_role
+5. dcim_create_platform
+6. dcim_create_device
+7. virt_create_cluster_type
+8. virt_create_cluster
+9. virt_create_vm
+10. dcim_create_interface / virt_create_vm_interface
+11. ipam_create_ip_address
+12. dcim_update_device (set primary_ip4)
+```
+
+**Lookup Before Create:**
+Always check if object exists before creating to avoid duplicates:
+```
+1. dcim_list_devices name=<hostname>
+2. If exists, update; if not, create
+```

plugins/contract-validator/.claude-plugin/plugin.json

@@ -0,0 +1,22 @@
+{
+  "name": "contract-validator",
+  "version": "1.0.0",
+  "description": "Cross-plugin compatibility validation and Claude.md agent verification",
+  "author": {
+    "name": "Leo Miranda",
+    "email": "leobmiranda@gmail.com"
+  },
+  "homepage": "https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace/src/branch/main/plugins/contract-validator/README.md",
+  "repository": "https://gitea.hotserv.cloud/personal-projects/leo-claude-mktplace.git",
+  "license": "MIT",
+  "keywords": [
+    "validation",
+    "contracts",
+    "compatibility",
+    "agents",
+    "interfaces",
+    "cross-plugin"
+  ],
+  "commands": ["./commands/"],
+  "mcpServers": ["./.mcp.json"]
+}

plugins/contract-validator/.mcp.json

@@ -0,0 +1,9 @@
+{
+  "mcpServers": {
+    "contract-validator": {
+      "type": "stdio",
+      "command": "${CLAUDE_PLUGIN_ROOT}/mcp-servers/contract-validator/run.sh",
+      "args": []
+    }
+  }
+}

plugins/contract-validator/README.md

@@ -0,0 +1,169 @@
+# contract-validator Plugin
+
+Cross-plugin compatibility validation and CLAUDE.md agent verification for Claude Code plugin marketplaces.
+
+## Problem Statement
+
+As plugin marketplaces grow, several compatibility issues emerge:
+
+- **Command conflicts**: Multiple plugins defining the same slash command (e.g., `/initial-setup`)
+- **Tool name overlaps**: Different plugins using identical tool names with incompatible interfaces
+- **Undocumented dependencies**: Agents referencing tools that don't exist
+- **Broken data flows**: Agent sequences that expect outputs not produced by prior steps
+
+Contract-validator solves these by parsing plugin interfaces and validating compatibility before runtime.
+
+## Features
+
+- **Interface Parsing**: Extract commands, agents, and tools from plugin README.md files
+- **Agent Extraction**: Parse CLAUDE.md Four-Agent Model tables and Agents sections
+- **Compatibility Checks**: Pairwise validation between all plugins in a marketplace
+- **Data Flow Validation**: Verify agent tool sequences have valid data producers/consumers
+- **Dependency Visualization**: Generate Mermaid flowcharts showing plugin relationships
+- **Comprehensive Reports**: Markdown or JSON reports with actionable suggestions
+
+## Installation
+
+This plugin is part of the leo-claude-mktplace. Install via:
+
+```bash
+# From marketplace
+claude plugins install leo-claude-mktplace/contract-validator
+
+# Setup MCP server venv
+cd ~/.claude/plugins/marketplaces/leo-claude-mktplace/mcp-servers/contract-validator
+python -m venv .venv
+source .venv/bin/activate
+pip install -r requirements.txt
+```
+
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/initial-setup` | Interactive setup wizard |
+| `/validate-contracts` | Full marketplace compatibility validation |
+| `/check-agent` | Validate single agent definition |
+| `/list-interfaces` | Show all plugin interfaces |
+| `/dependency-graph` | Generate Mermaid flowchart of plugin dependencies |
+
+## Agents
+
+| Agent | Description |
+|-------|-------------|
+| `full-validation` | Complete cross-plugin compatibility validation |
+| `agent-check` | Single agent definition verification |
+
+## Tools Summary
+
+### Parse Tools (2)
+- `parse_plugin_interface` - Extract interface from plugin README.md
+- `parse_claude_md_agents` - Extract agents from CLAUDE.md
+
+### Validation Tools (3)
+- `validate_compatibility` - Check two plugins for conflicts
+- `validate_agent_refs` - Verify agent tool references exist
+- `validate_data_flow` - Check data flow through agent sequences
+
+### Report Tools (2)
+- `generate_compatibility_report` - Full marketplace validation report
+- `list_issues` - Filter issues by severity or type
+
+## Example Workflow
+
+```
+/validate-contracts ~/claude-plugins-work
+
+# Output:
+# Contract Validation Report
+#
+# | Metric     | Count |
+# |------------|-------|
+# | Plugins    | 12    |
+# | Commands   | 39    |
+# | Tools      | 32    |
+# | **Issues** | **7** |
+# | - Errors   | 3     |
+# | - Warnings | 0     |
+# | - Info     | 4     |
+#
+# ## Issues Found
+# [ERROR] Command conflict: projman and data-platform both define /initial-setup
+# [ERROR] Command conflict: projman and pr-review both define /initial-setup
+# ...
+```
+
+```
+/check-agent Planner ./CLAUDE.md
+
+# Output:
+# Agent: Planner
+# Status: VALID
+#
+# Tool References Found (3):
+# - create_issue ✓
+# - search_lessons ✓
+# - get_execution_order ✓
+#
+# Data Flow: No issues detected
+```
+
+```
+/dependency-graph
+
+# Output: Mermaid flowchart showing:
+# - Plugins grouped by shared MCP servers
+# - Data flow from data-platform to viz-platform
+# - Required vs optional dependencies
+# - Command counts per plugin
+```
+
+## Issue Types
+
+| Type | Severity | Description |
+|------|----------|-------------|
+| `interface_mismatch` | ERROR | Command name conflict between plugins |
+| `missing_tool` | ERROR | Agent references non-existent tool |
+| `interface_mismatch` | WARNING | Tool name overlap (different plugins) |
+| `optional_dependency` | WARNING | Agent uses tool from non-required plugin |
+| `undeclared_output` | INFO | Agent has no documented tool references |
+
+## Parsed Interface Structure
+
+When parsing a plugin README.md, the following structure is extracted:
+
+```json
+{
+  "plugin_name": "data-platform",
+  "description": "Data engineering tools...",
+  "commands": [
+    {"name": "/ingest", "description": "Load data..."}
+  ],
+  "agents": [
+    {"name": "data-analysis", "description": "..."}
+  ],
+  "tools": [
+    {"name": "read_csv", "category": "pandas"}
+  ],
+  "tool_categories": {
+    "pandas": ["read_csv", "to_csv", ...],
+    "PostgreSQL": ["pg_query", ...]
+  },
+  "features": ["pandas Operations", "PostgreSQL/PostGIS", ...]
+}
+```
+
+## Best Practices
+
+### For Plugin Authors
+
+1. **Use unique command names**: Prefix with plugin name if generic (e.g., `/data-setup` vs `/initial-setup`)
+2. **Document all tools**: Include tool names in README.md with backticks
+3. **Specify tool categories**: Use `### Category (N tools)` headers
+4. **Declare agent tools**: List tools used by agents in their definitions
+
+### For Marketplace Maintainers
+
+1. **Run validation before merging**: Use `/validate-contracts` in CI/CD
+2. **Review warnings**: Tool overlaps may indicate design issues
+3. **Track issues over time**: Use JSON format for programmatic tracking

plugins/contract-validator/agents/agent-check.md

@@ -0,0 +1,90 @@
+# Agent Check Agent
+
+You are an agent definition validator. Your role is to verify that a specific agent's tool references and data flow are valid.
+
+## Capabilities
+
+- Parse agent definitions from CLAUDE.md
+- Validate tool references against available plugins
+- Verify data flow patterns through agent sequences
+- Provide detailed validation feedback
+
+## Available Tools
+
+### Parsing
+- `parse_claude_md_agents` - Extract all agents from CLAUDE.md
+- `parse_plugin_interface` - Extract interface from plugin (for available tools)
+
+### Validation
+- `validate_agent_refs` - Check agent tool references exist
+- `validate_data_flow` - Verify data flow through agent sequence
+
+### Reporting
+- `list_issues` - Filter issues for this agent
+
+## Workflow
+
+1. **Locate the agent**:
+   - Use `parse_claude_md_agents` on specified CLAUDE.md
+   - Find agent by name (case-insensitive match)
+   - If not found, list available agents
+
+2. **Gather available tools**:
+   - Scan plugins directory for available plugins
+   - For each plugin, use `parse_plugin_interface`
+   - Build set of all available tool names
+
+3. **Validate tool references**:
+   - Use `validate_agent_refs` with agent name and plugin paths
+   - Report found tools (valid references)
+   - Report missing tools (errors)
+   - Suggest corrections for typos
+
+4. **Validate data flow**:
+   - Use `validate_data_flow` to check sequence
+   - Verify data producers precede consumers
+   - Check for orphaned data references
+   - Identify potential flow issues
+
+5. **Report findings**:
+   - Agent name and source file
+   - Responsibilities extracted
+   - Tool references: found vs missing
+   - Data flow validation results
+   - Suggestions for improvement
+
+## Validation Rules
+
+### Tool Reference Rules
+- All referenced tools must exist in available plugins
+- Tool names are case-sensitive
+- Partial matches suggest typos
+
+### Data Flow Rules
+- Data producers (read_csv, pg_query, etc.) should precede consumers
+- Data consumers (describe, head, to_csv, etc.) need valid data_ref
+- Workflow steps should have logical sequence
+
+## Issue Severities
+
+- **ERROR**: Tool reference not found - agent will fail
+- **WARNING**: Data flow issue - agent may produce unexpected results
+- **INFO**: Undocumented reference - consider adding documentation
+
+## Example Interaction
+
+**User**: /check-agent Orchestrator
+
+**Agent**:
+1. Parses CLAUDE.md, finds Orchestrator agent
+2. Extracts responsibilities: "Sprint execution, parallel batching, Git operations"
+3. Finds tool refs: create_issue, update_issue, search_lessons
+4. Validates against plugins: all tools found in projman/gitea
+5. Validates data flow: no data producers/consumers used
+6. Reports: "Agent Orchestrator: VALID - all 3 tool references found"
+
+**User**: /check-agent InvalidAgent
+
+**Agent**:
+1. Parses CLAUDE.md, agent not found
+2. Reports: "Agent 'InvalidAgent' not found. Available agents: Planner, Orchestrator, Executor, Code Reviewer"

plugins/contract-validator/agents/full-validation.md

@@ -0,0 +1,87 @@
+# Full Validation Agent
+
+You are a contract validation specialist. Your role is to perform comprehensive cross-plugin compatibility validation for the entire marketplace.
+
+## Capabilities
+
+- Parse plugin interfaces from README.md files
+- Parse agent definitions from CLAUDE.md files
+- Validate cross-plugin compatibility
+- Identify interface mismatches and conflicts
+- Generate detailed validation reports
+
+## Available Tools
+
+### Parsing
+- `parse_plugin_interface` - Extract interface from plugin README.md
+- `parse_claude_md_agents` - Extract agents from CLAUDE.md
+
+### Validation
+- `validate_compatibility` - Check two plugins for conflicts
+- `validate_agent_refs` - Verify agent tool references exist
+- `validate_data_flow` - Check data flow through agent sequences
+
+### Reporting
+- `generate_compatibility_report` - Full marketplace report
+- `list_issues` - Filter issues by severity/type
+
+## Workflow
+
+1. **Discover plugins**:
+   - Locate marketplace plugins directory
+   - Identify plugins by `.claude-plugin/` marker
+   - Build list of all plugins to validate
+
+2. **Parse all interfaces**:
+   - For each plugin, use `parse_plugin_interface`
+   - Extract commands, agents, tools from README.md
+   - Track tool categories and features
+
+3. **Run pairwise compatibility checks**:
+   - For each pair of plugins, use `validate_compatibility`
+   - Check for command name conflicts (ERROR)
+   - Check for tool name overlaps (WARNING)
+   - Identify interface mismatches
+
+4. **Validate CLAUDE.md agents** (if present):
+   - Use `parse_claude_md_agents` on project CLAUDE.md
+   - For each agent, use `validate_agent_refs`
+   - Use `validate_data_flow` to check sequences
+
+5. **Generate comprehensive report**:
+   - Use `generate_compatibility_report`
+   - Format: markdown for human review, JSON for programmatic use
+   - Include summary statistics and detailed findings
+
+## Report Structure
+
+### Summary
+- Total plugins scanned
+- Total commands, agents, tools found
+- Issue counts by severity (error/warning/info)
+
+### Compatibility Matrix
+- Plugin pairs with conflicts
+- Shared tools between plugins
+- Unique tools per plugin
+
+### Issues List
+- ERROR: Command name conflicts (must fix)
+- WARNING: Tool name overlaps (review needed)
+- INFO: Undocumented references (improve docs)
+
+### Recommendations
+- Actionable suggestions per issue
+- Priority order for fixes
+
+## Example Interaction
+
+**User**: /validate-contracts ~/claude-plugins-work
+
+**Agent**:
+1. Discovers 12 plugins in marketplace
+2. Parses all README.md files
+3. Runs 66 pairwise compatibility checks
+4. Finds 3 errors, 4 warnings
+5. Reports: "Command conflict: projman and data-platform both define /initial-setup"
+6. Suggests: "Rename one command to avoid ambiguity"

plugins/contract-validator/claude-md-integration.md

@@ -0,0 +1,152 @@
+# contract-validator Plugin - CLAUDE.md Integration
+
+Add this section to your marketplace or project's CLAUDE.md to enable contract validation features.
+
+## Suggested CLAUDE.md Section
+
+```markdown
+## Contract Validation
+
+This marketplace uses the contract-validator plugin for cross-plugin compatibility checks.
+
+### Available Commands
+
+| Command | Purpose |
+|---------|---------|
+| `/validate-contracts` | Full marketplace compatibility validation |
+| `/check-agent` | Validate single agent definition |
+| `/list-interfaces` | Show all plugin interfaces |
+
+### Validation Workflow
+
+Run before merging plugin changes:
+
+1. `/validate-contracts` - Check for conflicts
+2. Review errors (must fix) and warnings (should review)
+3. Fix issues before merging
+
+### Interface Documentation Standards
+
+For plugins to be validated correctly, document interfaces in README.md:
+
+**Commands Section:**
+```markdown
+## Commands
+
+| Command | Description |
+|---------|-------------|
+| `/my-command` | What it does |
+```
+
+**Tools Section:**
+```markdown
+## Tools Summary
+
+### Category (N tools)
+`tool_a`, `tool_b`, `tool_c`
+```
+
+**Agents Section:**
+```markdown
+## Agents
+
+| Agent | Description |
+|-------|-------------|
+| `my-agent` | What it does |
+```
+```
+
+## Declaring Agent Tool References
+
+For agent validation to work, document tool usage in CLAUDE.md:
+
+### Option 1: Four-Agent Model Table
+
+```markdown
+### Four-Agent Model
+
+| Agent | Personality | Responsibilities |
+|-------|-------------|------------------|
+| **Planner** | Methodical | Planning via `create_issue`, `search_lessons` |
+```
+
+### Option 2: Agent Sections
+
+```markdown
+### Planner Agent
+
+Uses these tools:
+- `create_issue` - Create planning issues
+- `search_lessons` - Find relevant lessons
+```
+
+## Best Practices for Plugin Authors
+
+### Unique Command Names
+
+Avoid generic names that may conflict:
+
+```markdown
+# BAD - Will conflict with other plugins
+| `/setup` | Setup wizard |
+
+# GOOD - Plugin-specific prefix
+| `/data-setup` | Data platform setup wizard |
+```
+
+### Document All Tools
+
+Ensure every MCP tool is listed in README.md:
+
+```markdown
+## Tools Summary
+
+### pandas (14 tools)
+`read_csv`, `read_parquet`, `read_json`, `to_csv`, `to_parquet`,
+`describe`, `head`, `tail`, `filter`, `select`, `groupby`, `join`,
+`list_data`, `drop_data`
+```
+
+### Specify Dependencies
+
+If agents depend on tools from other plugins, document it:
+
+```markdown
+## Dependencies
+
+This agent uses tools from:
+- `projman` - Issue management (`create_issue`, `update_issue`)
+- `data-platform` - Data loading (`read_csv`, `describe`)
+```
+
+## Typical Workflows
+
+### Pre-Merge Validation
+
+```
+# Before merging new plugin
+/validate-contracts
+
+# Check specific agent after changes
+/check-agent Orchestrator
+```
+
+### Plugin Development
+
+```
+# See what interfaces exist
+/list-interfaces
+
+# After adding new command, verify no conflicts
+/validate-contracts
+```
+
+### CI/CD Integration
+
+Add to your pipeline:
+
+```yaml
+- name: Validate Plugin Contracts
+  run: |
+    claude --skill contract-validator:validate-contracts --args "${{ github.workspace }}"
+```

plugins/contract-validator/commands/check-agent.md

@@ -0,0 +1,51 @@
+# /check-agent - Validate Agent Definition
+
+Validate a single agent's tool references and data flow.
+
+## Usage
+
+```
+/check-agent <agent_name> [claude_md_path]
+```
+
+## Parameters
+
+- `agent_name` (required): Name of the agent to validate (e.g., "Planner", "Orchestrator")
+- `claude_md_path` (optional): Path to CLAUDE.md file. Defaults to `./CLAUDE.md`
+
+## Workflow
+
+1. **Parse agent definition**:
+   - Locate agent in CLAUDE.md (Four-Agent Model table or Agents section)
+   - Extract responsibilities, tool references, workflow steps
+
+2. **Validate tool references**:
+   - Check each referenced tool exists in available plugins
+   - Report missing or misspelled tool names
+   - Suggest corrections for common mistakes
+
+3. **Validate data flow**:
+   - Analyze sequence of tools in agent workflow
+   - Verify data producers precede data consumers
+   - Check for orphaned data references
+
+4. **Report findings**:
+   - List all tool references found
+   - List any missing tools
+   - Data flow validation results
+   - Suggestions for improvement
+
+## Examples
+
+```
+/check-agent Planner
+/check-agent Orchestrator ./CLAUDE.md
+/check-agent data-analysis ~/project/CLAUDE.md
+```
+
+## Available Tools
+
+Use these MCP tools:
+- `validate_agent_refs` - Check agent tool references exist
+- `validate_data_flow` - Verify data flow through agent sequence
+- `parse_claude_md_agents` - Parse all agents from CLAUDE.md

plugins/contract-validator/commands/dependency-graph.md

@@ -0,0 +1,251 @@
+# /dependency-graph - Generate Dependency Visualization
+
+Generate a Mermaid flowchart showing plugin dependencies, data flows, and tool relationships.
+
+## Usage
+
+```
+/dependency-graph [marketplace_path] [--format <mermaid|text>] [--show-tools]
+```
+
+## Parameters
+
+- `marketplace_path` (optional): Path to marketplace root. Defaults to current project root.
+- `--format` (optional): Output format - `mermaid` (default) or `text`
+- `--show-tools` (optional): Include individual tool nodes in the graph
+
+## Workflow
+
+1. **Discover plugins**:
+   - Scan plugins directory for all plugins with `.claude-plugin/` marker
+   - Parse each plugin's README.md to extract interface
+   - Parse CLAUDE.md for agent definitions and tool sequences
+
+2. **Analyze dependencies**:
+   - Identify shared MCP servers (plugins using same server)
+   - Detect tool dependencies (which plugins produce vs consume data)
+   - Find agent tool references across plugins
+   - Categorize as required (ERROR if missing) or optional (WARNING if missing)
+
+3. **Build dependency graph**:
+   - Create nodes for each plugin
+   - Create edges for:
+     - Shared MCP servers (bidirectional)
+     - Data producers -> consumers (directional)
+     - Agent tool dependencies (directional)
+   - Mark edges as optional or required
+
+4. **Generate Mermaid output**:
+   - Create flowchart diagram syntax
+   - Style required dependencies with solid lines
+   - Style optional dependencies with dashed lines
+   - Group by MCP server or data flow
+
+## Output Format
+
+### Mermaid (default)
+
+```mermaid
+flowchart TD
+    subgraph mcp_gitea["MCP: gitea"]
+        projman["projman"]
+        pr-review["pr-review"]
+    end
+
+    subgraph mcp_data["MCP: data-platform"]
+        data-platform["data-platform"]
+    end
+
+    subgraph mcp_viz["MCP: viz-platform"]
+        viz-platform["viz-platform"]
+    end
+
+    %% Data flow dependencies
+    data-platform -->|"data_ref (required)"| viz-platform
+
+    %% Optional dependencies
+    projman -.->|"lessons (optional)"| pr-review
+
+    %% Styling
+    classDef required stroke:#e74c3c,stroke-width:2px
+    classDef optional stroke:#f39c12,stroke-dasharray:5 5
+```
+
+### Text Format
+
+```
+DEPENDENCY GRAPH
+================
+
+Plugins: 12
+MCP Servers: 4
+Dependencies: 8 (5 required, 3 optional)
+
+MCP Server Groups:
+  gitea: projman, pr-review
+  data-platform: data-platform
+  viz-platform: viz-platform
+  netbox: cmdb-assistant
+
+Data Flow Dependencies:
+  data-platform -> viz-platform (data_ref) [REQUIRED]
+  data-platform -> data-platform (data_ref) [INTERNAL]
+
+Cross-Plugin Tool Usage:
+  projman.Planner uses: create_issue, search_lessons
+  pr-review.reviewer uses: get_pr_diff, create_pr_review
+```
+
+## Dependency Types
+
+| Type | Line Style | Meaning |
+|------|------------|---------|
+| Required | Solid (`-->`) | Plugin cannot function without this dependency |
+| Optional | Dashed (`-.->`) | Plugin works but with reduced functionality |
+| Internal | Dotted (`...>`) | Self-dependency within same plugin |
+| Shared MCP | Double (`==>`) | Plugins share same MCP server instance |
+
+## Known Data Flow Patterns
+
+The command recognizes these producer/consumer relationships:
+
+### Data Producers
+- `read_csv`, `read_parquet`, `read_json` - File loaders
+- `pg_query`, `pg_execute` - Database queries
+- `filter`, `select`, `groupby`, `join` - Transformations
+
+### Data Consumers
+- `describe`, `head`, `tail` - Data inspection
+- `to_csv`, `to_parquet` - File writers
+- `chart_create` - Visualization
+
+### Cross-Plugin Flows
+- `data-platform` produces `data_ref` -> `viz-platform` consumes for charts
+- `projman` produces issues -> `pr-review` references in reviews
+- `gitea` wiki -> `projman` lessons learned
+
+## Examples
+
+### Basic Usage
+
+```
+/dependency-graph
+```
+
+Generates Mermaid diagram for current marketplace.
+
+### With Tool Details
+
+```
+/dependency-graph --show-tools
+```
+
+Includes individual tool nodes showing which tools each plugin provides.
+
+### Text Summary
+
+```
+/dependency-graph --format text
+```
+
+Outputs text-based summary suitable for CLAUDE.md inclusion.
+
+### Specific Path
+
+```
+/dependency-graph ~/claude-plugins-work
+```
+
+Analyze marketplace at specified path.
+
+## Integration with Other Commands
+
+Use with `/validate-contracts` to:
+1. Run `/dependency-graph` to visualize relationships
+2. Run `/validate-contracts` to find issues in those relationships
+3. Fix issues and regenerate graph to verify
+
+## Available Tools
+
+Use these MCP tools:
+- `parse_plugin_interface` - Extract interface from plugin README.md
+- `parse_claude_md_agents` - Extract agents and their tool sequences
+- `generate_compatibility_report` - Get full interface data (JSON format for analysis)
+- `validate_data_flow` - Verify data producer/consumer relationships
+
+## Implementation Notes
+
+### Detecting Shared MCP Servers
+
+Check each plugin's `.mcp.json` file for server definitions:
+
+```bash
+# List all .mcp.json files in plugins
+find plugins/ -name ".mcp.json" -exec cat {} \;
+```
+
+Plugins with identical MCP server names share that server.
+
+### Identifying Data Flows
+
+1. Parse tool categories from README.md
+2. Map known producer tools to their output types
+3. Map known consumer tools to their input requirements
+4. Create edges where outputs match inputs
+
+### Optional vs Required
+
+- **Required**: Consumer tool has no default/fallback behavior
+- **Optional**: Consumer works without producer (e.g., lessons search returns empty)
+
+Determination is based on:
+- Issue severity from `validate_data_flow` (ERROR = required, WARNING = optional)
+- Tool documentation stating "requires" vs "uses if available"
+
+## Sample Output
+
+For the leo-claude-mktplace:
+
+```mermaid
+flowchart TD
+    subgraph gitea_mcp["Shared MCP: gitea"]
+        projman["projman<br/>14 commands"]
+        pr-review["pr-review<br/>6 commands"]
+    end
+
+    subgraph netbox_mcp["Shared MCP: netbox"]
+        cmdb-assistant["cmdb-assistant<br/>3 commands"]
+    end
+
+    subgraph data_mcp["Shared MCP: data-platform"]
+        data-platform["data-platform<br/>7 commands"]
+    end
+
+    subgraph viz_mcp["Shared MCP: viz-platform"]
+        viz-platform["viz-platform<br/>7 commands"]
+    end
+
+    subgraph standalone["Standalone Plugins"]
+        doc-guardian["doc-guardian"]
+        code-sentinel["code-sentinel"]
+        clarity-assist["clarity-assist"]
+        git-flow["git-flow"]
+        claude-config-maintainer["claude-config-maintainer"]
+        contract-validator["contract-validator"]
+    end
+
+    %% Data flow: data-platform -> viz-platform
+    data-platform -->|"data_ref"| viz-platform
+
+    %% Cross-plugin: projman lessons -> pr-review context
+    projman -.->|"lessons"| pr-review
+
+    %% Styling
+    classDef mcpGroup fill:#e8f4fd,stroke:#2196f3
+    classDef standalone fill:#f5f5f5,stroke:#9e9e9e
+    classDef required stroke:#e74c3c,stroke-width:2px
+    classDef optional stroke:#f39c12,stroke-dasharray:5 5
+
+    class gitea_mcp,netbox_mcp,data_mcp,viz_mcp mcpGroup
+    class standalone standalone
+```

plugins/contract-validator/commands/initial-setup.md

@@ -0,0 +1,152 @@
+---
+description: Interactive setup wizard for contract-validator plugin - verifies MCP server and shows capabilities
+---
+
+# Contract-Validator Setup Wizard
+
+This command sets up the contract-validator plugin for cross-plugin compatibility validation.
+
+## Important Context
+
+- **This command uses Bash, Read, Write, and AskUserQuestion tools** - NOT MCP tools
+- **MCP tools won't work until after setup + session restart**
+- **No external credentials required** - this plugin validates local files only
+
+---
+
+## Phase 1: Environment Validation
+
+### Step 1.1: Check Python Version
+
+```bash
+python3 --version
+```
+
+Requires Python 3.10+. If below, stop setup and inform user:
+```
+Python 3.10 or higher is required. Please install it and run /initial-setup again.
+```
+
+---
+
+## Phase 2: MCP Server Setup
+
+### Step 2.1: Locate Contract-Validator MCP Server
+
+```bash
+# If running from installed marketplace
+ls -la ~/.claude/plugins/marketplaces/leo-claude-mktplace/mcp-servers/contract-validator/ 2>/dev/null || echo "NOT_FOUND_INSTALLED"
+
+# If running from source
+ls -la ~/claude-plugins-work/mcp-servers/contract-validator/ 2>/dev/null || echo "NOT_FOUND_SOURCE"
+```
+
+Determine which path exists and use that as the MCP server path.
+
+### Step 2.2: Check Virtual Environment
+
+```bash
+ls -la /path/to/mcp-servers/contract-validator/.venv/bin/python 2>/dev/null && echo "VENV_EXISTS" || echo "VENV_MISSING"
+```
+
+### Step 2.3: Create Virtual Environment (if missing)
+
+```bash
+cd /path/to/mcp-servers/contract-validator && python3 -m venv .venv && source .venv/bin/activate && pip install --upgrade pip && pip install -r requirements.txt && deactivate
+```
+
+**If pip install fails:**
+- Show the error to the user
+- Suggest: "Check your internet connection and try again."
+
+---
+
+## Phase 3: Validation
+
+### Step 3.1: Verify MCP Server
+
+```bash
+cd /path/to/mcp-servers/contract-validator && .venv/bin/python -c "from mcp_server.server import ContractValidatorMCPServer; print('MCP Server OK')"
+```
+
+If this fails, check the error and report it to the user.
+
+### Step 3.2: Summary
+
+Display:
+
+```
+╔════════════════════════════════════════════════════════════════╗
+║          CONTRACT-VALIDATOR SETUP COMPLETE                      ║
+╠════════════════════════════════════════════════════════════════╣
+║ MCP Server:        ✓ Ready                                      ║
+║ Parse Tools:       ✓ Available (2 tools)                        ║
+║ Validation Tools:  ✓ Available (3 tools)                        ║
+║ Report Tools:      ✓ Available (2 tools)                        ║
+╚════════════════════════════════════════════════════════════════╝
+```
+
+### Step 3.3: Session Restart Notice
+
+---
+
+**Session Restart Required**
+
+Restart your Claude Code session for MCP tools to become available.
+
+**After restart, you can:**
+- Run `/validate-contracts` to check all plugins for compatibility issues
+- Run `/check-agent` to validate a single agent definition
+- Run `/list-interfaces` to see all plugin commands and tools
+
+---
+
+## Available Tools
+
+| Category | Tools | Description |
+|----------|-------|-------------|
+| Parse | `parse_plugin_interface`, `parse_claude_md_agents` | Extract interfaces from README.md and agents from CLAUDE.md |
+| Validation | `validate_compatibility`, `validate_agent_refs`, `validate_data_flow` | Check conflicts, tool references, and data flows |
+| Report | `generate_compatibility_report`, `list_issues` | Generate reports and filter issues |
+
+---
+
+## Available Commands
+
+| Command | Description |
+|---------|-------------|
+| `/validate-contracts` | Full marketplace compatibility validation |
+| `/check-agent` | Validate single agent definition |
+| `/list-interfaces` | Show all plugin interfaces |
+
+---
+
+## Use Cases
+
+### 1. Pre-Release Validation
+Run `/validate-contracts` before releasing a new marketplace version to catch:
+- Command name conflicts between plugins
+- Missing tool references in agents
+- Broken data flows
+
+### 2. Agent Development
+Run `/check-agent` when creating or modifying agents to verify:
+- All referenced tools exist
+- Data flows are valid
+- No undeclared dependencies
+
+### 3. Plugin Audit
+Run `/list-interfaces` to get a complete view of:
+- All commands across plugins
+- All tools available
+- Potential overlap areas
+
+---
+
+## No Configuration Required
+
+This plugin doesn't require any configuration files. It reads plugin manifests and README files directly from the filesystem.
+
+**Paths it scans:**
+- Marketplace: `~/.claude/plugins/marketplaces/leo-claude-mktplace/plugins/`
+- Source (if available): `~/claude-plugins-work/plugins/`

plugins/contract-validator/commands/list-interfaces.md

@@ -0,0 +1,58 @@
+# /list-interfaces - Show Plugin Interfaces
+
+Display what each plugin in the marketplace produces and accepts.
+
+## Usage
+
+```
+/list-interfaces [marketplace_path]
+```
+
+## Parameters
+
+- `marketplace_path` (optional): Path to marketplace root. Defaults to current project root.
+
+## Workflow
+
+1. **Discover plugins**:
+   - Scan plugins directory for all plugins with `.claude-plugin/` marker
+   - Read each plugin's README.md
+
+2. **Parse interfaces**:
+   - Extract commands (slash commands offered by plugin)
+   - Extract agents (autonomous agents defined)
+   - Extract tools (MCP tools provided)
+   - Identify tool categories and features
+
+3. **Display summary**:
+   - Table of plugins with command/agent/tool counts
+   - Detailed breakdown per plugin
+   - Tool categories and their contents
+
+## Output Format
+
+```
+| Plugin      | Commands | Agents | Tools |
+|-------------|----------|--------|-------|
+| projman     | 12       | 4      | 26    |
+| data-platform| 7       | 2      | 32    |
+| ...         | ...      | ...    | ...   |
+
+## projman
+- Commands: /sprint-plan, /sprint-start, ...
+- Agents: Planner, Orchestrator, Executor, Code Reviewer
+- Tools: list_issues, create_issue, ...
+```
+
+## Examples
+
+```
+/list-interfaces
+/list-interfaces ~/claude-plugins-work
+```
+
+## Available Tools
+
+Use these MCP tools:
+- `parse_plugin_interface` - Parse individual plugin README
+- `generate_compatibility_report` - Get full interface data (JSON format)

plugins/contract-validator/commands/validate-contracts.md

@@ -0,0 +1,50 @@
+# /validate-contracts - Full Contract Validation
+
+Run comprehensive cross-plugin compatibility validation for the entire marketplace.
+
+## Usage
+
+```
+/validate-contracts [marketplace_path]
+```
+
+## Parameters
+
+- `marketplace_path` (optional): Path to marketplace root. Defaults to current project root.
+
+## Workflow
+
+1. **Discover plugins**:
+   - Scan plugins directory for all plugins with `.claude-plugin/` marker
+   - Parse each plugin's README.md to extract interface
+
+2. **Run compatibility checks**:
+   - Perform pairwise compatibility validation between all plugins
+   - Check for command name conflicts
+   - Check for tool name overlaps
+   - Identify interface mismatches
+
+3. **Validate CLAUDE.md agents**:
+   - Parse agent definitions from CLAUDE.md
+   - Validate all tool references exist
+   - Check data flow through agent sequences
+
+4. **Generate report**:
+   - Summary statistics (plugins, commands, tools, issues)
+   - Detailed findings by severity (error, warning, info)
+   - Actionable suggestions for each issue
+
+## Examples
+
+```
+/validate-contracts
+/validate-contracts ~/claude-plugins-work
+```
+
+## Available Tools
+
+Use these MCP tools:
+- `generate_compatibility_report` - Generate full marketplace report
+- `list_issues` - Filter issues by severity or type
+- `parse_plugin_interface` - Parse individual plugin interface
+- `validate_compatibility` - Check two plugins for conflicts

plugins/contract-validator/hooks/auto-validate.sh

@@ -0,0 +1,195 @@
+#!/bin/bash
+# contract-validator SessionStart auto-validate hook
+# Validates plugin contracts only when plugin files have changed since last check
+# All output MUST have [contract-validator] prefix
+
+PREFIX="[contract-validator]"
+
+# ============================================================================
+# Configuration
+# ============================================================================
+
+# Enable/disable auto-check (default: true)
+AUTO_CHECK="${CONTRACT_VALIDATOR_AUTO_CHECK:-true}"
+
+# Cache location for storing last check hash
+CACHE_DIR="$HOME/.cache/claude-plugins/contract-validator"
+HASH_FILE="$CACHE_DIR/last-check.hash"
+
+# Marketplace location (installed plugins)
+MARKETPLACE_PATH="$HOME/.claude/plugins/marketplaces/leo-claude-mktplace"
+
+# ============================================================================
+# Early exit if disabled
+# ============================================================================
+
+if [[ "$AUTO_CHECK" != "true" ]]; then
+    exit 0
+fi
+
+# ============================================================================
+# Smart mode: Check if plugin files have changed
+# ============================================================================
+
+# Function to compute hash of all plugin manifest files
+compute_plugin_hash() {
+    local hash_input=""
+
+    if [[ -d "$MARKETPLACE_PATH/plugins" ]]; then
+        # Hash all plugin.json, hooks.json, and agent files
+        while IFS= read -r -d '' file; do
+            if [[ -f "$file" ]]; then
+                hash_input+="$(md5sum "$file" 2>/dev/null | cut -d' ' -f1)"
+            fi
+        done < <(find "$MARKETPLACE_PATH/plugins" \
+            \( -name "plugin.json" -o -name "hooks.json" -o -name "*.md" -path "*/agents/*" \) \
+            -print0 2>/dev/null | sort -z)
+    fi
+
+    # Also include marketplace.json
+    if [[ -f "$MARKETPLACE_PATH/.claude-plugin/marketplace.json" ]]; then
+        hash_input+="$(md5sum "$MARKETPLACE_PATH/.claude-plugin/marketplace.json" 2>/dev/null | cut -d' ' -f1)"
+    fi
+
+    # Compute final hash
+    echo "$hash_input" | md5sum | cut -d' ' -f1
+}
+
+# Ensure cache directory exists
+mkdir -p "$CACHE_DIR" 2>/dev/null
+
+# Compute current hash
+CURRENT_HASH=$(compute_plugin_hash)
+
+# Check if we have a previous hash
+if [[ -f "$HASH_FILE" ]]; then
+    PREVIOUS_HASH=$(cat "$HASH_FILE" 2>/dev/null)
+
+    # If hashes match, no changes - skip validation
+    if [[ "$CURRENT_HASH" == "$PREVIOUS_HASH" ]]; then
+        exit 0
+    fi
+fi
+
+# ============================================================================
+# Run validation (hashes differ or no cache)
+# ============================================================================
+
+ISSUES_FOUND=0
+WARNINGS=""
+
+# Function to add warning
+add_warning() {
+    WARNINGS+="  - $1"$'\n'
+    ((ISSUES_FOUND++))
+}
+
+# 1. Check all installed plugins have valid plugin.json
+if [[ -d "$MARKETPLACE_PATH/plugins" ]]; then
+    for plugin_dir in "$MARKETPLACE_PATH/plugins"/*/; do
+        if [[ -d "$plugin_dir" ]]; then
+            plugin_name=$(basename "$plugin_dir")
+            plugin_json="$plugin_dir/.claude-plugin/plugin.json"
+
+            if [[ ! -f "$plugin_json" ]]; then
+                add_warning "$plugin_name: missing .claude-plugin/plugin.json"
+                continue
+            fi
+
+            # Basic JSON validation
+            if ! python3 -c "import json; json.load(open('$plugin_json'))" 2>/dev/null; then
+                add_warning "$plugin_name: invalid JSON in plugin.json"
+                continue
+            fi
+
+            # Check required fields
+            if ! python3 -c "
+import json
+with open('$plugin_json') as f:
+    data = json.load(f)
+required = ['name', 'version', 'description']
+missing = [r for r in required if r not in data]
+if missing:
+    exit(1)
+" 2>/dev/null; then
+                add_warning "$plugin_name: plugin.json missing required fields"
+            fi
+        fi
+    done
+fi
+
+# 2. Check hooks.json files are properly formatted
+if [[ -d "$MARKETPLACE_PATH/plugins" ]]; then
+    while IFS= read -r -d '' hooks_file; do
+        plugin_name=$(basename "$(dirname "$(dirname "$hooks_file")")")
+
+        # Validate JSON
+        if ! python3 -c "import json; json.load(open('$hooks_file'))" 2>/dev/null; then
+            add_warning "$plugin_name: invalid JSON in hooks/hooks.json"
+            continue
+        fi
+
+        # Validate hook structure
+        if ! python3 -c "
+import json
+with open('$hooks_file') as f:
+    data = json.load(f)
+if 'hooks' not in data:
+    exit(1)
+valid_events = ['PreToolUse', 'PostToolUse', 'UserPromptSubmit', 'SessionStart', 'SessionEnd', 'Notification', 'Stop', 'SubagentStop', 'PreCompact']
+for event in data['hooks']:
+    if event not in valid_events:
+        exit(1)
+    for hook in data['hooks'][event]:
+        # Support both flat structure (type at top) and nested structure (matcher + hooks array)
+        if 'type' in hook:
+            # Flat structure: {type: 'command', command: '...'}
+            pass
+        elif 'matcher' in hook and 'hooks' in hook:
+            # Nested structure: {matcher: '...', hooks: [{type: 'command', ...}]}
+            for nested_hook in hook['hooks']:
+                if 'type' not in nested_hook:
+                    exit(1)
+        else:
+            exit(1)
+" 2>/dev/null; then
+            add_warning "$plugin_name: hooks.json has invalid structure or events"
+        fi
+    done < <(find "$MARKETPLACE_PATH/plugins" -path "*/hooks/hooks.json" -print0 2>/dev/null)
+fi
+
+# 3. Check agent references are valid (agent files exist and are markdown)
+if [[ -d "$MARKETPLACE_PATH/plugins" ]]; then
+    while IFS= read -r -d '' agent_file; do
+        plugin_name=$(basename "$(dirname "$(dirname "$agent_file")")")
+        agent_name=$(basename "$agent_file")
+
+        # Check file is not empty
+        if [[ ! -s "$agent_file" ]]; then
+            add_warning "$plugin_name: empty agent file $agent_name"
+            continue
+        fi
+
+        # Check file has markdown content (at least a header)
+        if ! grep -q '^#' "$agent_file" 2>/dev/null; then
+            add_warning "$plugin_name: agent $agent_name missing markdown header"
+        fi
+    done < <(find "$MARKETPLACE_PATH/plugins" -path "*/agents/*.md" -print0 2>/dev/null)
+fi
+
+# ============================================================================
+# Store new hash and report results
+# ============================================================================
+
+# Always store the new hash (even if issues found - we don't want to recheck)
+echo "$CURRENT_HASH" > "$HASH_FILE"
+
+# Report any issues found (non-blocking warning)
+if [[ $ISSUES_FOUND -gt 0 ]]; then
+    echo "$PREFIX Plugin contract validation found $ISSUES_FOUND issue(s):"
+    echo "$WARNINGS"
+    echo "$PREFIX Run /validate-contracts for full details"
+fi
+
+# Always exit 0 (non-blocking)
+exit 0

plugins/contract-validator/hooks/breaking-change-check.sh

@@ -0,0 +1,174 @@
+#!/bin/bash
+# contract-validator breaking change detection hook
+# Warns when plugin interface changes might break consumers
+# This is a PostToolUse hook - non-blocking, warnings only
+
+PREFIX="[contract-validator]"
+
+# Check if warnings are enabled (default: true)
+if [[ "${CONTRACT_VALIDATOR_BREAKING_WARN:-true}" != "true" ]]; then
+    exit 0
+fi
+
+# Read tool input from stdin
+INPUT=$(cat)
+
+# Extract file_path from JSON input
+FILE_PATH=$(echo "$INPUT" | grep -o '"file_path"[[:space:]]*:[[:space:]]*"[^"]*"' | head -1 | sed 's/.*"file_path"[[:space:]]*:[[:space:]]*"\([^"]*\)".*/\1/')
+
+# If no file_path found, exit silently
+if [ -z "$FILE_PATH" ]; then
+    exit 0
+fi
+
+# Check if file is a plugin interface file
+is_interface_file() {
+    local file="$1"
+
+    case "$file" in
+        */plugin.json) return 0 ;;
+        */.claude-plugin/plugin.json) return 0 ;;
+        */hooks.json) return 0 ;;
+        */hooks/hooks.json) return 0 ;;
+        */.mcp.json) return 0 ;;
+        */agents/*.md) return 0 ;;
+        */commands/*.md) return 0 ;;
+        */skills/*.md) return 0 ;;
+    esac
+
+    return 1
+}
+
+# Exit if not an interface file
+if ! is_interface_file "$FILE_PATH"; then
+    exit 0
+fi
+
+# Check if file exists and is in a git repo
+if [[ ! -f "$FILE_PATH" ]]; then
+    exit 0
+fi
+
+# Get the directory containing the file
+FILE_DIR=$(dirname "$FILE_PATH")
+FILE_NAME=$(basename "$FILE_PATH")
+
+# Try to get the previous version from git
+cd "$FILE_DIR" 2>/dev/null || exit 0
+
+# Check if we're in a git repo
+if ! git rev-parse --git-dir > /dev/null 2>&1; then
+    exit 0
+fi
+
+# Get previous version (HEAD version before current changes)
+PREV_CONTENT=$(git show HEAD:"$FILE_PATH" 2>/dev/null || echo "")
+
+# If no previous version, this is a new file - no breaking changes possible
+if [ -z "$PREV_CONTENT" ]; then
+    exit 0
+fi
+
+# Read current content
+CURR_CONTENT=$(cat "$FILE_PATH" 2>/dev/null || echo "")
+
+if [ -z "$CURR_CONTENT" ]; then
+    exit 0
+fi
+
+BREAKING_CHANGES=()
+
+# Detect breaking changes based on file type
+case "$FILE_PATH" in
+    */plugin.json|*/.claude-plugin/plugin.json)
+        # Check for removed or renamed fields in plugin.json
+
+        # Check if name changed
+        PREV_NAME=$(echo "$PREV_CONTENT" | grep -o '"name"[[:space:]]*:[[:space:]]*"[^"]*"' | head -1)
+        CURR_NAME=$(echo "$CURR_CONTENT" | grep -o '"name"[[:space:]]*:[[:space:]]*"[^"]*"' | head -1)
+        if [ -n "$PREV_NAME" ] && [ "$PREV_NAME" != "$CURR_NAME" ]; then
+            BREAKING_CHANGES+=("Plugin name changed - consumers may need updates")
+        fi
+
+        # Check if version had major bump (semantic versioning)
+        PREV_VER=$(echo "$PREV_CONTENT" | grep -o '"version"[[:space:]]*:[[:space:]]*"[^"]*"' | sed 's/.*"\([0-9]*\)\..*/\1/')
+        CURR_VER=$(echo "$CURR_CONTENT" | grep -o '"version"[[:space:]]*:[[:space:]]*"[^"]*"' | sed 's/.*"\([0-9]*\)\..*/\1/')
+        if [ -n "$PREV_VER" ] && [ -n "$CURR_VER" ] && [ "$CURR_VER" -gt "$PREV_VER" ] 2>/dev/null; then
+            BREAKING_CHANGES+=("Major version bump detected - verify breaking changes documented")
+        fi
+        ;;
+
+    */hooks.json|*/hooks/hooks.json)
+        # Check for removed hook events
+        PREV_EVENTS=$(echo "$PREV_CONTENT" | grep -oE '"(PreToolUse|PostToolUse|UserPromptSubmit|SessionStart|SessionEnd|Notification|Stop|SubagentStop|PreCompact)"' | sort -u)
+        CURR_EVENTS=$(echo "$CURR_CONTENT" | grep -oE '"(PreToolUse|PostToolUse|UserPromptSubmit|SessionStart|SessionEnd|Notification|Stop|SubagentStop|PreCompact)"' | sort -u)
+
+        # Find removed events
+        REMOVED_EVENTS=$(comm -23 <(echo "$PREV_EVENTS") <(echo "$CURR_EVENTS") 2>/dev/null)
+        if [ -n "$REMOVED_EVENTS" ]; then
+            BREAKING_CHANGES+=("Hook events removed: $(echo $REMOVED_EVENTS | tr '\n' ' ')")
+        fi
+
+        # Check for changed matchers
+        PREV_MATCHERS=$(echo "$PREV_CONTENT" | grep -o '"matcher"[[:space:]]*:[[:space:]]*"[^"]*"' | sort -u)
+        CURR_MATCHERS=$(echo "$CURR_CONTENT" | grep -o '"matcher"[[:space:]]*:[[:space:]]*"[^"]*"' | sort -u)
+        if [ "$PREV_MATCHERS" != "$CURR_MATCHERS" ]; then
+            BREAKING_CHANGES+=("Hook matchers changed - verify tool coverage")
+        fi
+        ;;
+
+    */.mcp.json)
+        # Check for removed MCP servers
+        PREV_SERVERS=$(echo "$PREV_CONTENT" | grep -o '"[^"]*"[[:space:]]*:' | grep -v "mcpServers" | sort -u)
+        CURR_SERVERS=$(echo "$CURR_CONTENT" | grep -o '"[^"]*"[[:space:]]*:' | grep -v "mcpServers" | sort -u)
+
+        REMOVED_SERVERS=$(comm -23 <(echo "$PREV_SERVERS") <(echo "$CURR_SERVERS") 2>/dev/null)
+        if [ -n "$REMOVED_SERVERS" ]; then
+            BREAKING_CHANGES+=("MCP servers removed - tools may be unavailable")
+        fi
+        ;;
+
+    */agents/*.md)
+        # Check if agent file was significantly reduced (might indicate removal of capabilities)
+        PREV_LINES=$(echo "$PREV_CONTENT" | wc -l)
+        CURR_LINES=$(echo "$CURR_CONTENT" | wc -l)
+
+        # If more than 50% reduction, warn
+        if [ "$PREV_LINES" -gt 10 ] && [ "$CURR_LINES" -lt $((PREV_LINES / 2)) ]; then
+            BREAKING_CHANGES+=("Agent definition significantly reduced - capabilities may be removed")
+        fi
+
+        # Check if agent name/description changed in frontmatter
+        PREV_DESC=$(echo "$PREV_CONTENT" | head -20 | grep -i "description" | head -1)
+        CURR_DESC=$(echo "$CURR_CONTENT" | head -20 | grep -i "description" | head -1)
+        if [ -n "$PREV_DESC" ] && [ "$PREV_DESC" != "$CURR_DESC" ]; then
+            BREAKING_CHANGES+=("Agent description changed - verify consumer expectations")
+        fi
+        ;;
+
+    */commands/*.md|*/skills/*.md)
+        # Check if command/skill was significantly changed
+        PREV_LINES=$(echo "$PREV_CONTENT" | wc -l)
+        CURR_LINES=$(echo "$CURR_CONTENT" | wc -l)
+
+        if [ "$PREV_LINES" -gt 10 ] && [ "$CURR_LINES" -lt $((PREV_LINES / 2)) ]; then
+            BREAKING_CHANGES+=("Command/skill significantly reduced - behavior may change")
+        fi
+        ;;
+esac
+
+# Output warnings if any breaking changes detected
+if [[ ${#BREAKING_CHANGES[@]} -gt 0 ]]; then
+    echo ""
+    echo "$PREFIX WARNING: Potential breaking changes in $(basename "$FILE_PATH")"
+    echo "$PREFIX ============================================"
+    for change in "${BREAKING_CHANGES[@]}"; do
+        echo "$PREFIX   - $change"
+    done
+    echo "$PREFIX ============================================"
+    echo "$PREFIX Consider updating CHANGELOG and notifying consumers"
+    echo ""
+fi
+
+# Always exit 0 - non-blocking
+exit 0

plugins/contract-validator/hooks/hooks.json

@@ -0,0 +1,21 @@
+{
+  "hooks": {
+    "SessionStart": [
+      {
+        "type": "command",
+        "command": "${CLAUDE_PLUGIN_ROOT}/hooks/auto-validate.sh"
+      }
+    ],
+    "PostToolUse": [
+      {
+        "matcher": "Edit|Write",
+        "hooks": [
+          {
+            "type": "command",
+            "command": "${CLAUDE_PLUGIN_ROOT}/hooks/breaking-change-check.sh"
+          }
+        ]
+      }
+    ]
+  }
+}

plugins/contract-validator/mcp-servers/contract-validator

@@ -0,0 +1 @@
+../../../mcp-servers/contract-validator

plugins/data-platform/.claude-plugin/plugin.json

@@ -18,8 +18,6 @@
     "etl",
     "dataframe"
   ],
-  "hooks": "hooks/hooks.json",
   "commands": ["./commands/"],
-  "agents": ["./agents/"],
   "mcpServers": ["./.mcp.json"]
 }

plugins/data-platform/.mcp.json

@@ -2,9 +2,8 @@
   "mcpServers": {
     "data-platform": {
       "type": "stdio",
-      "command": "${CLAUDE_PLUGIN_ROOT}/mcp-servers/data-platform/.venv/bin/python",
-      "args": ["-m", "mcp_server.server"],
-      "cwd": "${CLAUDE_PLUGIN_ROOT}/mcp-servers/data-platform"
+      "command": "${CLAUDE_PLUGIN_ROOT}/mcp-servers/data-platform/run.sh",
+      "args": []
     }
   }
 }

plugins/data-platform/README.md

@@ -49,10 +49,13 @@ DBT_PROFILES_DIR=~/.dbt
 | `/initial-setup` | Interactive setup wizard for PostgreSQL and dbt configuration |
 | `/ingest` | Load data from files or database |
 | `/profile` | Generate data profile and statistics |
+| `/data-quality` | Data quality assessment with pass/warn/fail scoring |
 | `/schema` | Show database/DataFrame schema |
 | `/explain` | Explain dbt model lineage |
-| `/lineage` | Visualize data dependencies |
+| `/lineage` | Visualize data dependencies (ASCII) |
+| `/lineage-viz` | Generate Mermaid flowchart for dbt lineage |
 | `/run` | Execute dbt models |
+| `/dbt-test` | Run dbt tests with formatted results |
 
 ## Agents
 

plugins/data-platform/commands/data-quality.md

@@ -0,0 +1,103 @@
+# /data-quality - Data Quality Assessment
+
+Comprehensive data quality check for DataFrames with pass/warn/fail scoring.
+
+## Usage
+
+```
+/data-quality <data_ref> [--strict]
+```
+
+## Workflow
+
+1. **Get data reference**:
+   - If no data_ref provided, use `list_data` to show available options
+   - Validate the data_ref exists
+
+2. **Null analysis**:
+   - Calculate null percentage per column
+   - **PASS**: < 5% nulls
+   - **WARN**: 5-20% nulls
+   - **FAIL**: > 20% nulls
+
+3. **Duplicate detection**:
+   - Check for fully duplicated rows
+   - **PASS**: 0% duplicates
+   - **WARN**: < 1% duplicates
+   - **FAIL**: >= 1% duplicates
+
+4. **Type consistency**:
+   - Identify mixed-type columns (object columns with mixed content)
+   - Flag columns that could be numeric but contain strings
+   - **PASS**: All columns have consistent types
+   - **FAIL**: Mixed types detected
+
+5. **Outlier detection** (numeric columns):
+   - Use IQR method (values beyond 1.5 * IQR)
+   - Report percentage of outliers per column
+   - **PASS**: < 1% outliers
+   - **WARN**: 1-5% outliers
+   - **FAIL**: > 5% outliers
+
+6. **Generate quality report**:
+   - Overall quality score (0-100)
+   - Per-column breakdown
+   - Recommendations for remediation
+
+## Report Format
+
+```
+=== Data Quality Report ===
+Dataset: sales_data
+Rows: 10,000 | Columns: 15
+Overall Score: 82/100 [PASS]
+
+--- Column Analysis ---
+| Column       | Nulls | Dups | Type     | Outliers | Status |
+|--------------|-------|------|----------|----------|--------|
+| customer_id  | 0.0%  | -    | int64    | 0.2%     | PASS   |
+| email        | 2.3%  | -    | object   | -        | PASS   |
+| amount       | 15.2% | -    | float64  | 3.1%     | WARN   |
+| created_at   | 0.0%  | -    | datetime | -        | PASS   |
+
+--- Issues Found ---
+[WARN] Column 'amount': 15.2% null values (threshold: 5%)
+[WARN] Column 'amount': 3.1% outliers detected
+[FAIL] 1.2% duplicate rows detected (12 rows)
+
+--- Recommendations ---
+1. Investigate null values in 'amount' column
+2. Review outliers in 'amount' - may be data entry errors
+3. Remove or deduplicate 12 duplicate rows
+```
+
+## Options
+
+| Flag | Description |
+|------|-------------|
+| `--strict` | Use stricter thresholds (WARN at 1% nulls, FAIL at 5%) |
+
+## Examples
+
+```
+/data-quality sales_data
+/data-quality df_customers --strict
+```
+
+## Scoring
+
+| Component | Weight | Scoring |
+|-----------|--------|---------|
+| Nulls | 30% | 100 - (avg_null_pct * 2) |
+| Duplicates | 20% | 100 - (dup_pct * 50) |
+| Type consistency | 25% | 100 if clean, 0 if mixed |
+| Outliers | 25% | 100 - (avg_outlier_pct * 10) |
+
+Final score: Weighted average, capped at 0-100
+
+## Available Tools
+
+Use these MCP tools:
+- `describe` - Get statistical summary (for outlier detection)
+- `head` - Preview data
+- `list_data` - List available DataFrames

plugins/data-platform/commands/dbt-test.md

@@ -0,0 +1,119 @@
+# /dbt-test - Run dbt Tests
+
+Execute dbt tests with formatted pass/fail results.
+
+## Usage
+
+```
+/dbt-test [selection] [--warn-only]
+```
+
+## Workflow
+
+1. **Pre-validation** (MANDATORY):
+   - Use `dbt_parse` to validate project first
+   - If validation fails, show errors and STOP
+
+2. **Execute tests**:
+   - Use `dbt_test` with provided selection
+   - Capture all test results
+
+3. **Format results**:
+   - Group by test type (schema vs. data)
+   - Show pass/fail status with counts
+   - Display failure details
+
+## Report Format
+
+```
+=== dbt Test Results ===
+Project: my_project
+Selection: tag:critical
+
+--- Summary ---
+Total: 24 tests
+PASS:  22 (92%)
+FAIL:  1  (4%)
+WARN:  1  (4%)
+SKIP:  0  (0%)
+
+--- Schema Tests (18) ---
+[PASS] unique_dim_customers_customer_id
+[PASS] not_null_dim_customers_customer_id
+[PASS] not_null_dim_customers_email
+[PASS] accepted_values_dim_customers_status
+[FAIL] relationships_fct_orders_customer_id
+
+--- Data Tests (6) ---
+[PASS] assert_positive_order_amounts
+[PASS] assert_valid_dates
+[WARN] assert_recent_orders (threshold: 7 days)
+
+--- Failure Details ---
+Test: relationships_fct_orders_customer_id
+Type: schema (relationships)
+Model: fct_orders
+Message: 15 records failed referential integrity check
+Query: SELECT * FROM fct_orders WHERE customer_id NOT IN (SELECT customer_id FROM dim_customers)
+
+--- Warning Details ---
+Test: assert_recent_orders
+Type: data
+Message: No orders in last 7 days (expected for dev environment)
+Severity: warn
+```
+
+## Selection Syntax
+
+| Pattern | Meaning |
+|---------|---------|
+| (none) | Run all tests |
+| `model_name` | Tests for specific model |
+| `+model_name` | Tests for model and upstream |
+| `tag:critical` | Tests with tag |
+| `test_type:schema` | Only schema tests |
+| `test_type:data` | Only data tests |
+
+## Options
+
+| Flag | Description |
+|------|-------------|
+| `--warn-only` | Treat failures as warnings (don't fail CI) |
+
+## Examples
+
+```
+/dbt-test                          # Run all tests
+/dbt-test dim_customers            # Tests for specific model
+/dbt-test tag:critical             # Run critical tests only
+/dbt-test +fct_orders              # Test model and its upstream
+```
+
+## Test Types
+
+### Schema Tests
+Built-in tests defined in `schema.yml`:
+- `unique` - No duplicate values
+- `not_null` - No null values
+- `accepted_values` - Value in allowed list
+- `relationships` - Foreign key integrity
+
+### Data Tests
+Custom SQL tests in `tests/` directory:
+- Return rows that fail the assertion
+- Zero rows = pass, any rows = fail
+
+## Exit Codes
+
+| Code | Meaning |
+|------|---------|
+| 0 | All tests passed |
+| 1 | One or more tests failed |
+| 2 | dbt error (parse failure, etc.) |
+
+## Available Tools
+
+Use these MCP tools:
+- `dbt_parse` - Pre-validation (ALWAYS RUN FIRST)
+- `dbt_test` - Execute tests (REQUIRED)
+- `dbt_build` - Alternative: run + test together

plugins/data-platform/commands/lineage-viz.md

@@ -0,0 +1,125 @@
+# /lineage-viz - Mermaid Lineage Visualization
+
+Generate Mermaid flowchart syntax for dbt model lineage.
+
+## Usage
+
+```
+/lineage-viz <model_name> [--direction TB|LR] [--depth N]
+```
+
+## Workflow
+
+1. **Get lineage data**:
+   - Use `dbt_lineage` to fetch model dependencies
+   - Capture upstream sources and downstream consumers
+
+2. **Build Mermaid graph**:
+   - Create nodes for each model/source
+   - Style nodes by materialization type
+   - Add directional arrows for dependencies
+
+3. **Output**:
+   - Render Mermaid flowchart syntax
+   - Include copy-paste ready code block
+
+## Output Format
+
+```mermaid
+flowchart LR
+    subgraph Sources
+        raw_customers[(raw_customers)]
+        raw_orders[(raw_orders)]
+    end
+
+    subgraph Staging
+        stg_customers[stg_customers]
+        stg_orders[stg_orders]
+    end
+
+    subgraph Marts
+        dim_customers{{dim_customers}}
+        fct_orders{{fct_orders}}
+    end
+
+    raw_customers --> stg_customers
+    raw_orders --> stg_orders
+    stg_customers --> dim_customers
+    stg_orders --> fct_orders
+    dim_customers --> fct_orders
+```
+
+## Node Styles
+
+| Materialization | Mermaid Shape | Example |
+|-----------------|---------------|---------|
+| source | Cylinder `[( )]` | `raw_data[(raw_data)]` |
+| view | Rectangle `[ ]` | `stg_model[stg_model]` |
+| table | Double braces `{{ }}` | `dim_model{{dim_model}}` |
+| incremental | Hexagon `{{ }}` | `fct_model{{fct_model}}` |
+| ephemeral | Dashed `[/ /]` | `tmp_model[/tmp_model/]` |
+
+## Options
+
+| Flag | Description |
+|------|-------------|
+| `--direction TB` | Top-to-bottom layout (default: LR = left-to-right) |
+| `--depth N` | Limit lineage depth (default: unlimited) |
+
+## Examples
+
+```
+/lineage-viz dim_customers
+/lineage-viz fct_orders --direction TB
+/lineage-viz rpt_revenue --depth 2
+```
+
+## Usage Tips
+
+1. **Paste in documentation**: Copy the output directly into README.md or docs
+2. **GitHub/GitLab rendering**: Both platforms render Mermaid natively
+3. **Mermaid Live Editor**: Paste at https://mermaid.live for interactive editing
+
+## Example Output
+
+For `/lineage-viz fct_orders`:
+
+~~~markdown
+```mermaid
+flowchart LR
+    %% Sources
+    raw_customers[(raw_customers)]
+    raw_orders[(raw_orders)]
+    raw_products[(raw_products)]
+
+    %% Staging
+    stg_customers[stg_customers]
+    stg_orders[stg_orders]
+    stg_products[stg_products]
+
+    %% Marts
+    dim_customers{{dim_customers}}
+    dim_products{{dim_products}}
+    fct_orders{{fct_orders}}
+
+    %% Dependencies
+    raw_customers --> stg_customers
+    raw_orders --> stg_orders
+    raw_products --> stg_products
+    stg_customers --> dim_customers
+    stg_products --> dim_products
+    stg_orders --> fct_orders
+    dim_customers --> fct_orders
+    dim_products --> fct_orders
+
+    %% Highlight target model
+    style fct_orders fill:#f96,stroke:#333,stroke-width:2px
+```
+~~~
+
+## Available Tools
+
+Use these MCP tools:
+- `dbt_lineage` - Get model dependencies (REQUIRED)
+- `dbt_ls` - List dbt resources
+- `dbt_docs_generate` - Generate full manifest if needed

plugins/data-platform/hooks/hooks.json

@@ -5,6 +5,17 @@
         "type": "command",
         "command": "${CLAUDE_PLUGIN_ROOT}/hooks/startup-check.sh"
       }
+    ],
+    "PostToolUse": [
+      {
+        "matcher": "Edit|Write",
+        "hooks": [
+          {
+            "type": "command",
+            "command": "${CLAUDE_PLUGIN_ROOT}/hooks/schema-diff-check.sh"
+          }
+        ]
+      }
     ]
   }
 }

plugins/data-platform/hooks/schema-diff-check.sh

@@ -0,0 +1,138 @@
+#!/bin/bash
+# data-platform schema diff detection hook
+# Warns about potentially breaking schema changes
+# This is a command hook - non-blocking, warnings only
+
+PREFIX="[data-platform]"
+
+# Check if warnings are enabled (default: true)
+if [[ "${DATA_PLATFORM_SCHEMA_WARN:-true}" != "true" ]]; then
+    exit 0
+fi
+
+# Read tool input from stdin (JSON with file_path)
+INPUT=$(cat)
+
+# Extract file_path from JSON input
+FILE_PATH=$(echo "$INPUT" | grep -o '"file_path"[[:space:]]*:[[:space:]]*"[^"]*"' | head -1 | sed 's/.*"file_path"[[:space:]]*:[[:space:]]*"\([^"]*\)".*/\1/')
+
+# If no file_path found, exit silently
+if [ -z "$FILE_PATH" ]; then
+    exit 0
+fi
+
+# Check if file is a schema-related file
+is_schema_file() {
+    local file="$1"
+
+    # Check file extension
+    case "$file" in
+        *.sql) return 0 ;;
+        */migrations/*.py) return 0 ;;
+        */migrations/*.sql) return 0 ;;
+        */models/*.py) return 0 ;;
+        */models/*.sql) return 0 ;;
+        *schema.prisma) return 0 ;;
+        *schema.graphql) return 0 ;;
+        */dbt/models/*.sql) return 0 ;;
+        */dbt/models/*.yml) return 0 ;;
+        */alembic/versions/*.py) return 0 ;;
+    esac
+
+    # Check directory patterns
+    if echo "$file" | grep -qE "(migrations?|schemas?|models)/"; then
+        return 0
+    fi
+
+    return 1
+}
+
+# Exit if not a schema file
+if ! is_schema_file "$FILE_PATH"; then
+    exit 0
+fi
+
+# Read the file content (if it exists and is readable)
+if [[ ! -f "$FILE_PATH" ]]; then
+    exit 0
+fi
+
+FILE_CONTENT=$(cat "$FILE_PATH" 2>/dev/null || echo "")
+
+if [[ -z "$FILE_CONTENT" ]]; then
+    exit 0
+fi
+
+# Detect breaking changes
+BREAKING_CHANGES=()
+
+# Check for DROP COLUMN
+if echo "$FILE_CONTENT" | grep -qiE "DROP[[:space:]]+COLUMN"; then
+    BREAKING_CHANGES+=("DROP COLUMN detected - may break existing queries")
+fi
+
+# Check for DROP TABLE
+if echo "$FILE_CONTENT" | grep -qiE "DROP[[:space:]]+TABLE"; then
+    BREAKING_CHANGES+=("DROP TABLE detected - data loss risk")
+fi
+
+# Check for DROP INDEX
+if echo "$FILE_CONTENT" | grep -qiE "DROP[[:space:]]+INDEX"; then
+    BREAKING_CHANGES+=("DROP INDEX detected - may impact query performance")
+fi
+
+# Check for ALTER TYPE / MODIFY COLUMN type changes
+if echo "$FILE_CONTENT" | grep -qiE "ALTER[[:space:]]+.*(TYPE|COLUMN.*TYPE)"; then
+    BREAKING_CHANGES+=("Column type change detected - may cause data truncation")
+fi
+
+if echo "$FILE_CONTENT" | grep -qiE "MODIFY[[:space:]]+COLUMN"; then
+    BREAKING_CHANGES+=("MODIFY COLUMN detected - verify data compatibility")
+fi
+
+# Check for adding NOT NULL to existing column
+if echo "$FILE_CONTENT" | grep -qiE "ALTER[[:space:]]+.*SET[[:space:]]+NOT[[:space:]]+NULL"; then
+    BREAKING_CHANGES+=("Adding NOT NULL constraint - existing NULL values will fail")
+fi
+
+if echo "$FILE_CONTENT" | grep -qiE "ADD[[:space:]]+.*NOT[[:space:]]+NULL[^[:space:]]*[[:space:]]+DEFAULT"; then
+    # Adding NOT NULL with DEFAULT is usually safe - don't warn
+    :
+elif echo "$FILE_CONTENT" | grep -qiE "ADD[[:space:]]+.*NOT[[:space:]]+NULL"; then
+    BREAKING_CHANGES+=("Adding NOT NULL column without DEFAULT - INSERT may fail")
+fi
+
+# Check for RENAME TABLE/COLUMN
+if echo "$FILE_CONTENT" | grep -qiE "RENAME[[:space:]]+(TABLE|COLUMN|TO)"; then
+    BREAKING_CHANGES+=("RENAME detected - update all references")
+fi
+
+# Check for removing from Django/SQLAlchemy models (Python files)
+if [[ "$FILE_PATH" == *.py ]]; then
+    if echo "$FILE_CONTENT" | grep -qE "^-[[:space:]]*[a-z_]+[[:space:]]*=.*Field\("; then
+        BREAKING_CHANGES+=("Model field removal detected in Python ORM")
+    fi
+fi
+
+# Check for Prisma schema changes
+if [[ "$FILE_PATH" == *schema.prisma ]]; then
+    if echo "$FILE_CONTENT" | grep -qE "@relation.*onDelete.*Cascade"; then
+        BREAKING_CHANGES+=("Cascade delete detected - verify data safety")
+    fi
+fi
+
+# Output warnings if any breaking changes detected
+if [[ ${#BREAKING_CHANGES[@]} -gt 0 ]]; then
+    echo ""
+    echo "$PREFIX WARNING: Potential breaking schema changes in $(basename "$FILE_PATH")"
+    echo "$PREFIX ============================================"
+    for change in "${BREAKING_CHANGES[@]}"; do
+        echo "$PREFIX   - $change"
+    done
+    echo "$PREFIX ============================================"
+    echo "$PREFIX Review before deploying to production"
+    echo ""
+fi
+
+# Always exit 0 - non-blocking
+exit 0

plugins/doc-guardian/README.md

@@ -22,6 +22,9 @@ doc-guardian monitors your code changes via hooks:
 |---------|-------------|
 | `/doc-audit` | Full project scan - reports all drift without changing anything |
 | `/doc-sync` | Apply all pending documentation updates in one commit |
+| `/changelog-gen` | Generate changelog from conventional commits in Keep-a-Changelog format |
+| `/doc-coverage` | Calculate documentation coverage percentage for functions and classes |
+| `/stale-docs` | Detect documentation files that are stale relative to their associated code |
 
 ## Hooks
 
@@ -33,6 +36,8 @@ doc-guardian monitors your code changes via hooks:
 - **Version Drift**: Python 3.9 in docs but 3.11 in pyproject.toml
 - **Missing Docs**: Public functions without docstrings
 - **Stale Examples**: CLI examples that no longer work
+- **Low Coverage**: Undocumented functions and classes
+- **Stale Files**: Documentation that hasn't been updated alongside code changes
 
 ## Installation
 

plugins/doc-guardian/claude-md-integration.md

@@ -11,6 +11,9 @@ This project uses doc-guardian for automatic documentation synchronization.
 - Pending updates are queued silently during work
 - Run `/doc-sync` to apply all pending documentation updates
 - Run `/doc-audit` for a full project documentation review
+- Run `/changelog-gen` to generate changelog from conventional commits
+- Run `/doc-coverage` to check documentation coverage metrics
+- Run `/stale-docs` to find documentation that may be outdated
 
 ### Documentation Files Tracked
 - README.md (root and subdirectories)

plugins/doc-guardian/commands/changelog-gen.md

@@ -0,0 +1,109 @@
+---
+description: Generate changelog from conventional commits in Keep-a-Changelog format
+---
+
+# Changelog Generation
+
+Generate a changelog entry from conventional commits.
+
+## Process
+
+1. **Identify Commit Range**
+   - Default: commits since last tag
+   - Optional: specify range (e.g., `v1.0.0..HEAD`)
+   - Detect if this is first release (no previous tags)
+
+2. **Parse Conventional Commits**
+   Extract from commit messages following the pattern:
+   ```
+   <type>(<scope>): <description>
+
+   [optional body]
+
+   [optional footer(s)]
+   ```
+
+   **Recognized Types:**
+   | Type | Changelog Section |
+   |------|------------------|
+   | `feat` | Added |
+   | `fix` | Fixed |
+   | `docs` | Documentation |
+   | `perf` | Performance |
+   | `refactor` | Changed |
+   | `style` | Changed |
+   | `test` | Testing |
+   | `build` | Build |
+   | `ci` | CI/CD |
+   | `chore` | Maintenance |
+   | `BREAKING CHANGE` | Breaking Changes |
+
+3. **Group by Type**
+   Organize commits into Keep-a-Changelog sections:
+   - Breaking Changes (if any `!` suffix or `BREAKING CHANGE` footer)
+   - Added (feat)
+   - Changed (refactor, style, perf)
+   - Deprecated
+   - Removed
+   - Fixed (fix)
+   - Security
+
+4. **Format Entries**
+   For each commit:
+   - Extract scope (if present) as prefix
+   - Use description as entry text
+   - Link to commit hash if repository URL available
+   - Include PR/issue references from footer
+
+5. **Output Format**
+```markdown
+## [Unreleased]
+
+### Breaking Changes
+- **scope**: Description of breaking change
+
+### Added
+- **scope**: New feature description
+- Another feature without scope
+
+### Changed
+- **scope**: Refactoring description
+
+### Fixed
+- **scope**: Bug fix description
+
+### Documentation
+- Updated README with new examples
+```
+
+## Options
+
+| Flag | Description | Default |
+|------|-------------|---------|
+| `--from <tag>` | Start from specific tag | Latest tag |
+| `--to <ref>` | End at specific ref | HEAD |
+| `--version <ver>` | Set version header | [Unreleased] |
+| `--include-merge` | Include merge commits | false |
+| `--group-by-scope` | Group by scope within sections | false |
+
+## Integration
+
+The generated output is designed to be copied directly into CHANGELOG.md:
+- Follows [Keep a Changelog](https://keepachangelog.com) format
+- Compatible with semantic versioning
+- Excludes non-user-facing commits (chore, ci, test by default)
+
+## Example Usage
+
+```
+/changelog-gen
+/changelog-gen --from v1.0.0 --version 1.1.0
+/changelog-gen --include-merge --group-by-scope
+```
+
+## Non-Conventional Commits
+
+Commits not following conventional format are:
+- Listed under "Other" section
+- Flagged for manual categorization
+- Skipped if `--strict` flag is used